@incollection{prisma290482,
title = {Aplicación de un Ciclo de Mejora en el Aula (CIMA) en Ingeniería Informática: Intérpretes y Compiladores},
author = {Manuel Carranza García},
url = {https://prisma.us.es/publicacion/290482},
doi = {10.12795/9788447232529.43},
year  = {2026},
date = {2026-01-01},
booktitle = {Ciclos de mejora en el aula. Curso 2025-26},
pages = {615–627},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma285467,
title = {Interpretable Multilevel Analysis of Wind Turbine Operation Data via a Recursive Unsupervised and LLM-Assisted Framework},
author = {José E. Sánchez-López and Manuel Carranza-García and Ana Rodríguez-López and José C. Riquelme},
url = {https://prisma.us.es/publicacion/285467},
doi = {10.1007/978-3-032-29254-4_14},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {3046 CCIS},
pages = {171–182},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma285468,
title = {LLM-Assisted Grading of Fundamental Python Programming Exercises via In-Context Learning},
author = {José E. Sánchez-López and Pablo Reina-Jiménez and Manuel Carranza-García and Belén Vega-Márquez},
url = {https://prisma.us.es/publicacion/285468},
doi = {10.1007/978-3-032-29254-4_55},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {3046 CCIS},
pages = {689–700},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma278786,
title = {MuDeNet: A multi-patch descriptor network for anomaly modeling},
author = {Miguel Campos-Romero and Manuel Carranza-García and Robert-Jan Sips and José Cristóbal Riquelme Santos},
url = {https://prisma.us.es/publicacion/278786},
doi = {10.1016/j.inffus.2026.104214},
year  = {2026},
date = {2026-01-01},
journal = {INFORMATION FUSION},
volume = {132},
pages = {104214–104214},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma288532,
title = {NVS-HO: A Benchmark for Novel View Synthesis of Handheld Objects},
author = {Ali M. and Carranza-García Manuel and Fioraio N. and Salti S. and Di Stefano L.},
url = {https://prisma.us.es/publicacion/288532},
doi = {10.1007/978-3-032-31583-0_37},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16813 LNCS},
pages = {560–574},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma286643,
title = {A Practical Implementation of Quantum LSTM Using Qiskit and PyTorch},
author = {I. Rojas-García and F. Rodríguez-Díaz and D. Gutiérrez-Avilés and A. Troncoso and F. Martinez-Álvarez},
url = {https://prisma.us.es/publicacion/286643},
doi = {10.1007/978-3-032-19763-4_32},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {2806 CCIS},
pages = {347–356},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma285453,
title = {Explainable Graph Neural Networks for Omics-Based Cancer Classification},
author = {Javier Hiruelo-Pérez and Paula Herrero-Míguez and David Gutiérrez-Avilés and Manuel J. Jiménez-Navarro and María Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/285453},
doi = {10.1007/978-3-032-19763-4_21},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {2806 CCIS},
pages = {227–236},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma286642,
title = {Gate Value Quantification for Efficient Quantum Machine Learning Circuits},
author = {F. Rodríguez-Díaz and D. Gutiérrez-Avilés and A. Troncoso and F. Martínez-Álvarez},
url = {https://prisma.us.es/publicacion/286642},
doi = {10.1007/978-3-032-29254-4_34},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {3046 CCIS},
pages = {429–438},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma287471,
title = {Hybrid Classical-Quantum Transfer Learning with Noisy Quantum Circuits},
author = {D Martin-Pérez and F Rodriguez-Diaz and D Gutiérrez-Avilés and A Troncoso and F Martinez-Alvarez},
url = {https://prisma.us.es/publicacion/287471},
doi = {10.32604/cmes.2026.082712},
year  = {2026},
date = {2026-01-01},
journal = {CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES},
volume = {148},
number = {1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@incollection{prisma275345,
title = {Triclustering-Based Analysis of Circadian Gene Expression Patterns},
author = {Javier Hiruelo-Pérez and José M. García-Heredia and David Gutiérrez-Avilés and María del Mar Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/275345},
doi = {10.1007/978-3-032-10661-2_40},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {540–554},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma276982,
title = {Automated Classification of Ischemic Stroke Subtypes from Electronic Health Records Using Large Language Models},
author = {Alejandro Vásquez and Cristina Rubio-Escudero and Germán Antonio Escobar-Rodríguez},
url = {https://prisma.us.es/publicacion/276982},
doi = {10.1007/978-3-032-10661-2_21},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {268–281},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma276974,
title = {Towards an Explainability Agent: Leveraging LLMs to Interpret LIME Outputs},
author = {Belén Vega-Márquez and Cristina Rubio-Escudero and Beatriz Pontes-Balanza},
url = {https://prisma.us.es/publicacion/276974},
doi = {10.1007/978-3-032-10661-2_2},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {17–28},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma276549,
title = {A novel interpretable ozone forecasting approach based on deep learning with masked residual connections},
author = {Pablo Reina-Jiménez and Manuel Jesús Jiménez-Navarro and G. Asencio-Cortés and F. Martínez-Álvarez and María Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/276549},
doi = {10.1016/j.envsoft.2026.106878},
year  = {2026},
date = {2026-01-01},
journal = {ENVIRONMENTAL MODELLING & SOFTWARE},
volume = {198},
pages = {106878 -},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@incollection{prisma285575,
title = {An Explainable Framework for Football Match Outcome Analysis Using Event-Based Data},
author = {Jaime Linares-Barrera and Manuel J. Jiménez-Navarro and María Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/285575},
doi = {10.1007/978-3-032-29254-4_15},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {3046 CCIS},
pages = {183–195},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{prisma285574,
title = {Epileptic Seizure Detection in Imbalanced Large-Scale EEG Data: A Machine Learning Approach with Explainability Analysis},
author = {Aitor Rodríguez-Dueñas and Iana Miranda-Caramé and M. J. Jiménez-Navarro and María Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/285574},
doi = {10.1007/978-3-032-29254-4_24},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {3046 CCIS},
pages = {298–309},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{prisma285573,
title = {Explainable Analysis of Fake Instagram Account Detection Using Graph and Behavioral Features},
author = {Iana Miranda-Caramé and Aitor Rodríguez-Dueñas and M. J. Jiménez-Navarro and María Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/285573},
doi = {10.1007/978-3-032-29254-4_26},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {3046 CCIS},
pages = {323–334},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{prisma285452,
title = {Exploring Zero-Shot Learning for Time Series Forecasting Using Large Language Models},
author = {José Ignacio Meseguer-Gómez and Pablo Reina-Jiménez and Manuel Jesús Jiménez-Navarro and María Martínez-Ballesteros and José C. Riquelme-Santos},
url = {https://prisma.us.es/publicacion/285452},
doi = {10.1007/978-3-032-19763-4_20},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {2806 CCIS},
pages = {217–226},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma279165,
title = {Optimizing power and performance in time series forecasting: A feature selection approach for green computing},
author = {F. Javier Galán-Sales and M. J. Jiménez-Navarro and Belén Vega-Márquez and José María Luna-Romera},
url = {https://prisma.us.es/publicacion/279165},
doi = {10.1016/j.suscom.2026.101324},
year  = {2026},
date = {2026-01-01},
journal = {Sustainable Computing: Informatics and Systems},
volume = {50},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma286616,
title = {Counterfactual Simulation for Estimating Performance Loss in PV Systems: A Machine Learning Approach},
author = {José E. Sánchez-López and José María Luna-Romera and Daniel Mateos-García and F. Javier Galán-Sales},
url = {https://prisma.us.es/publicacion/286616},
doi = {10.1007/978-3-032-19763-4_16},
year  = {2026},
date = {2026-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {2806 CCIS},
pages = {171–181},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma276973,
title = {Application of Machine Learning Techniques to the Prediction of Hospital Mortality: Beyond Conventional Clinical Models},
author = {Pedro López Ruz and Belén Vega-Márquez and Beatriz Pontes-Balanza},
url = {https://prisma.us.es/publicacion/276973},
doi = {10.1007/978-3-032-10661-2_9},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {111–125},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma276994,
title = {Context-Aware AI Agents for Clinical Dialogue Assistance Through Large Language Models},
author = {Rodrigo Naranjo Pozas and Pablo Doblado Mendoza and Belén Vega-Márquez},
url = {https://prisma.us.es/publicacion/276994},
doi = {10.1007/978-3-032-10661-2_13},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {163–169},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma270993,
title = {Deep Learning or Trees? A Trade-off Analysis for Multivariate Time Series Forecasting},
author = {Pablo Reina-Jiménez and María Martínez-Ballesteros and José C. Riquelme},
url = {https://prisma.us.es/publicacion/270993},
doi = {10.1007/978-3-032-02725-2_48},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16008 LNCS},
pages = {616–627},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma273188,
title = {Feature Importance in Association Rule-Based Explanations for Time Series Forecasting},
author = {Troncoso-García A.R. and A. R. Troncoso-García and Martínez-Ballesteros María Mar and Martínez-Álvarez F. and Francisco Martínez–Álvarez and Troncoso A. and Alicia Troncoso},
url = {https://prisma.us.es/publicacion/273188},
doi = {10.1007/978-3-032-10489-2_20},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16239 LNCS},
pages = {237–248},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma280913,
title = {Tree-based vs. deep learning in time series: A prescriptive framework for performance-driven model selection},
author = {Pablo Reina-Jiménez and María Martínez-Ballesteros and José Cristóbal Riquelme Santos},
url = {https://prisma.us.es/publicacion/280913},
doi = {10.1016/j.asoc.2026.114983},
year  = {2026},
date = {2026-01-01},
journal = {APPLIED SOFT COMPUTING},
volume = {195},
pages = {114983 -},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma276958,
title = {Improving Liver Graft Decision-Making Through AI: Validation with Internal and National Datasets},
author = {Miguel Cuende and Beatriz Pontes and Juan M. Castillo Tuñón and Daniel Mateos García and Luis M. Marín Gómez and José C. Riquelme Santos and Gloria Rosa Rodríguez},
url = {https://prisma.us.es/publicacion/276958},
doi = {10.1007/978-3-032-10661-2_12},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {149–162},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma276965,
title = {A Framework for Evaluating the Stability of Learned Representations in Biologically-Constrained Models in Single-Cell},
author = {Sara Fernández Malvido and Alberto Esteban Medina and Pelin Gundogdu and Joaquín Dopazo and Isabel de los Ángeles Nepomuceno Chamorro and Carlos Loucera Muñecas},
url = {https://prisma.us.es/publicacion/276965},
doi = {10.1007/978-3-032-10661-2_32},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {423–437},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma276963,
title = {Metabopathia: Enhancing Disease Mechanism Understanding Through Mechanistic Integration of Transcriptomic and Metabolic Data},
author = {Kinza Rian and Isabel A. Nepomuceno-Chamorro and Joaquin Dopazo and Daniel López-López},
url = {https://prisma.us.es/publicacion/276963},
doi = {10.1007/978-3-032-10661-2_38},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {505–526},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma276964,
title = {Optimization of Denoising Autoencoders with Progressive Learning Strategies for ScRNA-Seq Data},
author = {Francisco Javier Franco-Ruiz and Sara Fernandez-Malvido and Belén Vega-Marquez and Isabel A. Nepomuceno-Chamorro},
url = {https://prisma.us.es/publicacion/276964},
doi = {10.1007/978-3-032-10661-2_36},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {479–489},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma276971,
title = {Explainable Deep Learning Techniques for Medical Image Analysis: A Systematic Review of Diabetic Foot Ulcers, Breast Cancer, and COVID-19},
author = {Zinah Mohsin Arkah and Beatriz Pontes and Cristina Rubio},
url = {https://prisma.us.es/publicacion/276971},
doi = {10.1007/978-3-032-10661-2_4},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {45–56},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma276972,
title = {Integrative Analysis of Breast Cancer Using Multi-omics Latent Representations},
author = {Yasmine Lakouifat Darkaoui and Beatriz Pontes and Belén Vega Márquez},
url = {https://prisma.us.es/publicacion/276972},
doi = {10.1007/978-3-032-10661-2_35},
year  = {2026},
date = {2026-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {16148 LNBI},
pages = {464–478},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma282298,
title = {Enhancing energy availability based on explainable two-level clustering for root-cause diagnosis of production loss events in wind farms},
author = {Adrián Gil-Gamboa and José E. Sánchez-López and Javier Solís-García and Miguel A. Delgado and Ignacio Román and José Franquelo and José C. Riquelme and Alicia Troncoso},
url = {https://prisma.us.es/publicacion/282298},
doi = {10.1016/j.renene.2026.125656},
year  = {2026},
date = {2026-01-01},
journal = {RENEWABLE ENERGY},
volume = {267},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma286902,
title = {GAUFS: Genetic Algorithm for Unsupervised Feature Selection for clustering},
author = {José E. Sánchez-López and Salvador de-la-Torre-Gonzalez and Antonio Bello-Castro and José M. Núñez-Portero and José C. Riquelme},
url = {https://prisma.us.es/publicacion/286902},
doi = {10.1016/j.knosys.2026.116436},
year  = {2026},
date = {2026-01-01},
journal = {KNOWLEDGE-BASED SYSTEMS},
volume = {350},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma258463,
title = {A real-time machine learning-based methodology for short-term frequency nadir prediction in low-inertia power systems},
author = {Manuel Jesús Jiménez-Navarro and Jose Miguel Riquelme-Dominguez and Manuel Carranza-García and Francisco M. González-Longatt},
url = {https://prisma.us.es/publicacion/258463},
doi = {10.1016/j.neucom.2025.129583},
year  = {2025},
date = {2025-01-01},
journal = {NEUROCOMPUTING},
volume = {626},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma272818,
title = {Beam energy forecasting using machine learning at the clear accelerator},
author = {Antonio Gilardi and Avni Aksoy and Lucile Bonnard and Manuel Carranza García and Roberto R. Corsini and Wilfrid Farabollini and Daniele Filippetto and O Franek and Davide Gamba and Eduardo Granados and Pierre Korysko and Alexander Malyzhenkov and Stefano Mazzoni and Andrea Mostacci and A Petersson and A Pollastro and Vilde Rieker and K. N Sjøbæk and Giacomo Tangari and Laurence M Wroe},
url = {https://prisma.us.es/publicacion/272818},
doi = {10.18429/JACoW-IPAC2025-THPM031},
year  = {2025},
date = {2025-01-01},
booktitle = {IPAC'25 Proceedings of the 16th International Particle Accelerator Conference},
pages = {2747 p.–2750 p.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma265401,
title = {Road-traffic emissions of ultrafine particles and elemental black carbon in six Northern European cities},
author = {Simonas Kecorius and Leizel Madueño and Kristina Plauškaitė and Steigvilė Byčenkienė and Mario Lovrić and Valentino Petrić and Manuel Carranza-García and Manuel J. Jiménez-Navarro and María del Mar Martínez-Ballesteros and Gaudentas Kecorius},
url = {https://prisma.us.es/publicacion/265401},
doi = {10.1016/j.envadv.2025.100661},
year  = {2025},
date = {2025-01-01},
journal = {Environmental Advances},
volume = {21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma268015,
title = {Urban Pollution Impact Assessment in Six Lithuanian Cities With a Focus on Road Traffic Emissions - Integrated Framework for Environmental Health Studies},
author = {Simonas Kecorius and Leizel Madueño and Wolfram Birmili and Jakob Löndahl and Kristina Plauškaitė and Steigvilė Byčenkienė and Mario Lovrić and Valentino Petrić and Manuel Carranza-García and Manuel J. Jiménez-Navarro and María del Mar Martínez-Ballesteros and Magdalena Weiss and Otmar Schmid and Josef Cyrys and Annette Peters and Gaudentas Kecorius},
url = {https://prisma.us.es/publicacion/268015},
doi = {10.1016/j.jhazmat.2025.139725},
year  = {2025},
date = {2025-01-01},
journal = {JOURNAL OF HAZARDOUS MATERIALS},
volume = {497},
pages = {139725 -},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma270372,
title = {A Survey of Quantum Machine Learning: Foundations, Algorithms, Frameworks, Data and Applications},
author = {Francesc Rodríguez-Díaz and David Gutiérrez‐Avilés and Alicia Troncoso and Francisco Martínez‐Álvarez},
url = {https://prisma.us.es/publicacion/270372},
doi = {10.1145/3764582},
year  = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
booktitle = {ACM COMPUTING SURVEYS},
journal = {ACM COMPUTING SURVEYS},
volume = {58},
number = {4},
pages = {1–35},
note = {Tipo en PRISMA: Revisión.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma262384,
title = {MetaGen: A framework for metaheuristic development and hyperparameter optimization in machine and deep learning},
author = {David Gutiérrez-Avilés and Manuel Jesús Jiménez-Navarro and José Francisco Torres and Francisco Martínez-Álvarez},
url = {https://prisma.us.es/publicacion/262384},
doi = {10.1016/j.neucom.2025.130046},
year  = {2025},
date = {2025-01-01},
journal = {NEUROCOMPUTING},
volume = {637},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma258560,
title = {Online forecasting using neighbor-based incremental learning for electricity markets},
author = {L. Melgar-García and D. Gutiérrez-Avilés and C. Rubio-Escudero and A. Troncoso},
url = {https://prisma.us.es/publicacion/258560},
doi = {10.1007/s00521-024-10876-x},
year  = {2025},
date = {2025-01-01},
journal = {NEURAL COMPUTING & APPLICATIONS},
volume = {37},
number = {27},
pages = {22923–22940},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma263809,
title = {Exploring low-resource weather forecasting with echo state network-based architectures and satellite data},
author = {E. López Ortiz and M. Jiménez and L. M. Soria-Morillo and J. A. Álvarez-García and J. J. Vegas-Olmos},
url = {https://prisma.us.es/publicacion/263809},
doi = {10.1016/j.knosys.2025.113692},
year  = {2025},
date = {2025-01-01},
journal = {KNOWLEDGE-BASED SYSTEMS},
volume = {323},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@incollection{prisma261707,
title = {Utilización de Socrative en el seguimiento y evaluación de clases de ingeniería informática},
author = {Belén Vega Márquez and María Mar Martínez Ballesteros and Manuel Jesús Jiménez Navarro},
url = {https://prisma.us.es/publicacion/261707},
year  = {2025},
date = {2025-01-01},
booktitle = {Acciones educativas innovadoras en el ámbito universitario},
pages = {1097–1122},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma258480,
title = {A new metric based on association rules to assess feature-attribution explainability techniques for time series forecasting},
author = {A. R. Troncoso-García and M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso},
url = {https://prisma.us.es/publicacion/258480},
doi = {10.1109/tpami.2025.3540513},
year  = {2025},
date = {2025-01-01},
journal = {IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE},
volume = {47},
number = {5},
pages = {4140–4155},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma261019,
title = {A novel approach based on clustering and optimized ensemble deep learning for energy consumption forecasting in Ethiopia},
author = {E. T. Habtemariam and M. Martínez-Ballesteros and A. Troncoso and F. Martínez-Álvarez},
url = {https://prisma.us.es/publicacion/261019},
doi = {10.1016/j.neucom.2025.130027},
year  = {2025},
date = {2025-01-01},
journal = {NEUROCOMPUTING},
volume = {637},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma263140,
title = {Bioinspired evolutionary metaheuristic based on COVID spread for discovering numerical association rules},
author = {Cristina Herruzo-Lodeiro and Francesc Rodríguez-Díaz and Alicia Troncoso and María del Mar Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/263140},
doi = {10.1145/3672608.3707787},
year  = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing},
pages = {138–144},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma265404,
title = {Comparison of Explainable Machine Learning Methods for Early Prediction of Student Performance in Programming Courses},
author = {Ziwei Wang and Irena Koprinska and M. Martínez-Ballesteros and Alicia Troncoso and Bryn Jeffries},
url = {https://prisma.us.es/publicacion/265404},
doi = {10.1007/978-3-031-99264-3_20},
year  = {2025},
date = {2025-01-01},
booktitle = {Communications in Computer and Information Science},
volume = {2591 CCIS},
pages = {161–168},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma253728,
title = {Nonlinear Ensemble Deep Learning Model for Energy Consumption Prediction with Bayesian Optimization},
author = {Ejigu Tefera and Kula Kekeba and B. Ravindra Babu and M. Mart´ınez-Ballesteros},
url = {https://prisma.us.es/publicacion/253728},
doi = {10.52783/cana.v32.1628},
year  = {2025},
date = {2025-01-01},
journal = {Communications on Applied Nonlinear Analysis},
volume = {32},
number = {1},
pages = {155–172},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma258551,
title = {A flexible framework for sepsis prediction: Standardizing data management and imputation in time series using MIMIC-III},
author = {Javier Solís-García and Jose E. Sánchez-López and Belén Vega-Márquez and Isabel A. Nepomuceno-Chamorro},
url = {https://prisma.us.es/publicacion/258551},
doi = {10.1016/j.softx.2025.102063},
year  = {2025},
date = {2025-01-01},
journal = {SoftwareX},
volume = {29},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma267578,
title = {CoSTI: Consistency models for (a faster) spatio-temporal imputation},
author = {Javier Solís-García and Belén Vega-Márquez and Juan A. Nepomuceno and Isabel A. Nepomuceno-Chamorro},
url = {https://prisma.us.es/publicacion/267578},
doi = {10.1016/j.knosys.2025.114117},
year  = {2025},
date = {2025-01-01},
journal = {KNOWLEDGE-BASED SYSTEMS},
volume = {327},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma263924,
title = {Synthetic Data Generation for Healthcare: Exploring Generative Adversarial Networks Variants for Medical Tabular Data},
author = {Ahmed H.A. and Nepomuceno J.A. and Vega-Márquez B. and Nepomuceno-Chamorro I.A.},
url = {https://prisma.us.es/publicacion/263924},
doi = {10.1007/s41060-025-00816-w},
year  = {2025},
date = {2025-01-01},
journal = {International Journal of Data Science and Analytics},
volume = {20},
number = {100546},
pages = {5739–5754},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.rineng.2024.103290,
title = {Explainable deep learning on multi-target time series forecasting: An air pollution use case},
author = {Manuel J. Jiménez-Navarro and Mario Lovrić and Simonas Kecorius and Emmanuel Karlo Nyarko and María Martínez-Ballesteros},
url = {https://doi.org/10.1016/j.rineng.2024.103290},
doi = {10.1016/j.rineng.2024.103290},
year  = {2024},
date = {2024-01-01},
journal = {Results in Engineering},
volume = {24},
pages = {103290},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.asoc.2024.111504,
title = {Explaining deep learning models for ozone pollution prediction via embedded feature selection},
author = {M. J. Jiménez-Navarro and M. Martínez-Ballesteros and F. Martínez-Álvarez and G. Asencio-Cortés},
url = {https://doi.org/10.1016/j.asoc.2024.111504},
doi = {10.1016/j.asoc.2024.111504},
year  = {2024},
date = {2024-01-01},
journal = {Applied Soft Computing},
volume = {157},
pages = {111504},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1145/3605098.3636191,
title = {Evolutionary Feature Selection for Time-Series Forecasting},
author = {Maria Lourdes Linares-Barrera and Manuel J. Jimenez-Navarro and Isabel Sofia Brito and José C. Riquelme and María Martínez-Ballesteros},
url = {https://doi.org/10.1145/3605098.3636191},
doi = {10.1145/3605098.3636191},
year  = {2024},
date = {2024-01-01},
journal = {Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing},
volume = {N/A},
pages = {395-399},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-62799-6_8,
title = {Ground-Level Ozone Forecasting Using Explainable Machine Learning},
author = {Angela Robledo Troncoso-García and Manuel Jesús Jiménez-Navarro and Francisco Martínez-Álvarez and Alicia Troncoso},
url = {https://doi.org/10.1007/978-3-031-62799-6_8},
doi = {10.1007/978-3-031-62799-6_8},
year  = {2024},
date = {2024-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {71-80},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-62799-6_9,
title = {Multi-Objective Lagged Feature Selection Based on Dependence Coefficient for Time-Series Forecasting},
author = {María Lourdes Linares-Barrera and Manuel J. Jiménez Navarro and José C. Riquelme and María Martínez-Ballesteros},
url = {https://doi.org/10.1007/978-3-031-62799-6_9},
doi = {10.1007/978-3-031-62799-6_9},
year  = {2024},
date = {2024-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {81-90},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-62799-6_19,
title = {Toward Explaining Competitive Success in League of Legends: A Machine Learning Analysis},
author = {Francisco Javier Galán-Sales and María Lourdes Linares-Barrera and Pablo Reina-Jiménez and Ana Rodríguez-López and Manuel Jesús Jiménez-Navarro},
url = {https://doi.org/10.1007/978-3-031-62799-6_19},
doi = {10.1007/978-3-031-62799-6_19},
year  = {2024},
date = {2024-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {184-193},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.engappai.2024.109088,
title = {Advancing unsupervised anomaly detection with normalizing flow and multi-scale ensemble learning},
author = {Miguel Campos-Romero and Manuel Carranza-García and José C. Riquelme},
url = {https://doi.org/10.1016/j.engappai.2024.109088},
doi = {10.1016/j.engappai.2024.109088},
year  = {2024},
date = {2024-01-01},
journal = {Engineering Applications of Artificial Intelligence},
volume = {137},
pages = {109088},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.ijepes.2023.109730,
title = {A machine learning-based methodology for short-term kinetic energy forecasting with real-time application: Nordic Power System case},
author = {Jose Miguel Riquelme-Dominguez and Manuel Carranza-García and Pedro Lara-Benítez and Francisco M. González-Longatt},
url = {https://doi.org/10.1016/j.ijepes.2023.109730},
doi = {10.1016/j.ijepes.2023.109730},
year  = {2024},
date = {2024-01-01},
journal = {International Journal of Electrical Power & Energy Systems},
volume = {156},
pages = {109730},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.heliyon.2024.e25838,
title = {An empirical analysis of the relationship among price, demand and CO2 emissions in the Spanish electricity market},
author = {José María Luna-Romera and Manuel Carranza-García and Ángel Arcos-Vargas and José C. Riquelme-Santos},
url = {https://doi.org/10.1016/j.heliyon.2024.e25838},
doi = {10.1016/j.heliyon.2024.e25838},
year  = {2024},
date = {2024-01-01},
journal = {Heliyon},
volume = {10},
pages = {e25838},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.3233/ica-230726,
title = {Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation},
author = {José L. Salazar-González and José María Luna-Romera and Manuel Carranza-García and Juan A. Álvarez-García and Luis M. Soria-Morillo},
url = {https://doi.org/10.3233/ica-230726},
doi = {10.3233/ica-230726},
year  = {2024},
date = {2024-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {31},
pages = {307-326},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1109/sst61991.2024.10755283,
title = {Explainable Deep Learning with Embedded Feature Selection for Electricity Demand Forecasting},
author = {M. J. Jiménez-Navarro and A. R. Troncoso-García and A. Troncoso and F. Martínez-Álvarez and M. Martínez-Ballesteros},
url = {https://doi.org/10.1109/sst61991.2024.10755283},
doi = {10.1109/sst61991.2024.10755283},
year  = {2024},
date = {2024-01-01},
journal = {2024 International Conference on Smart Systems and Technologies (SST)},
volume = {N/A},
pages = {153-158},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1093/jigpal/jzae062,
title = {Embedded feature selection for neural networks via learnable drop layer},
author = {M J JimÉnez-Navarro and M MartÍnez-Ballesteros and I S Brito and F MartÍnez-Álvarez and G Asencio-CortÉs},
url = {https://doi.org/10.1093/jigpal/jzae062},
doi = {10.1093/jigpal/jzae062},
year  = {2024},
date = {2024-01-01},
journal = {Logic Journal of the IGPL},
volume = {N/A},
pages = {N/A},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1093/jigpal/jzae030,
title = {From simple to complex: a sequential method for enhancing time series forecasting with deep learning},
author = {M J Jiménez-Navarro and M Martínez-Ballesteros and F Martínez-Álvarez and A Troncoso and G Asencio-Cortés},
url = {https://doi.org/10.1093/jigpal/jzae030},
doi = {10.1093/jigpal/jzae030},
year  = {2024},
date = {2024-01-01},
journal = {Logic Journal of the IGPL},
volume = {N/A},
pages = {N/A},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1145/3605098.3636034,
title = {An evolutionary triclustering approach to discover electricity consumption patterns in France},
author = {David Gutierrez-Aviles and Jose F. Torres and Francisco Martinez-Alvarez and Jairo Cugliari},
url = {https://doi.org/10.1145/3605098.3636034},
doi = {10.1145/3605098.3636034},
year  = {2024},
date = {2024-01-01},
journal = {Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing},
volume = {N/A},
pages = {386-394},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-62799-6_13,
title = {An Experimental Comparison of Qiskit and Pennylane for Hybrid Quantum-Classical Support Vector Machines},
author = {Francesc Rodríguez-Díaz and José Francisco Torres and David Gutiérrez-Avilés and Alicia Troncoso and Francisco Martínez-Álvarez},
url = {https://doi.org/10.1007/978-3-031-62799-6_13},
doi = {10.1007/978-3-031-62799-6_13},
year  = {2024},
date = {2024-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {121-130},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.ijepes.2024.109947,
title = {Semi-real-time decision tree ensemble algorithms for very short-term solar irradiance forecasting},
author = {Jose E. Sanchez-Lopez and Javier Solís-García and Jose C. Riquelme},
url = {https://doi.org/10.1016/j.ijepes.2024.109947},
doi = {10.1016/j.ijepes.2024.109947},
year  = {2024},
date = {2024-01-01},
journal = {International Journal of Electrical Power & Energy Systems},
volume = {158},
pages = {109947},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.heliyon.2024.e25821,
title = {Addressing energy challenges in Iraq: Forecasting power supply and demand using artificial intelligence models},
author = {Morteza Aldarraji and Belén Vega-Márquez and Beatriz Pontes and Basim Mahmood and José C. Riquelme},
url = {https://doi.org/10.1016/j.heliyon.2024.e25821},
doi = {10.1016/j.heliyon.2024.e25821},
year  = {2024},
date = {2024-01-01},
journal = {Heliyon},
volume = {10},
pages = {e25821},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma256092,
title = {Detección de objetos con enfoque semi-supervisado en vehículos autónomos},
author = {Manuel Carranza García and María del Mar Martínez Ballesteros and José Cristóbal Riquelme Santos},
url = {https://prisma.us.es/publicacion/256092},
year  = {2024},
date = {2024-01-01},
booktitle = {XX Conferencia de la Asociación Española para la Inteligencia Artificial. CAEPIA 2024},
pages = {549–554},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma245212,
title = {Uso de herramientas software colaborativas para el seguimiento, estudio y evaluación de clases de enseñanzas prácticas y desarrollo},
author = {María del Mar Martínez Ballesteros and Manuel Jesús Jiménez Navarro and Manuel Carranza García and David Gutiérrez Avilés},
url = {https://prisma.us.es/publicacion/245212},
year  = {2024},
date = {2024-01-01},
booktitle = {Enseñanza e innovación educativa en el ámbito universitario},
pages = {1156–1167},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma258878,
title = {Evaluation of thermal properties of CuCrFeV (Ti, Ta, W, Mo) for nuclear fusion applications},
author = {A Rodríguez-López and B Savoini and MA Monge and A Galatanu and M Galatanu},
url = {https://prisma.us.es/publicacion/258878},
doi = {10.1016/j.nme.2024.101767},
year  = {2024},
date = {2024-01-01},
journal = {Nuclear Materials and Energy},
volume = {41},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma231980,
title = {Emerging trends in big data analytics and natural disasters},
author = {Francisco Martínez-Álvarez and Rudolf Scitovski and Cristina Rubio-Escudero and Antonio Morales-Esteban},
url = {https://prisma.us.es/publicacion/231980},
doi = {10.1016/j.cageo.2023.105465},
year  = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
booktitle = {COMPUTERS & GEOSCIENCES},
journal = {COMPUTERS & GEOSCIENCES},
volume = {182},
note = {Tipo en PRISMA: Editorial.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@incollection{prisma253862,
title = {Time Series Forecasting in Agriculture: Explainable Deep Learning with Lagged Feature Selection},
author = {A. R. Troncoso-García and M. J. Jiménez-Navarro and M. Lourdes Linares-Barrera and I. S. Brito and F. Martínez-Álvarez and M. Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/253862},
doi = {10.1007/978-3-031-75013-7_14},
year  = {2024},
date = {2024-01-01},
booktitle = {Lecture Notes in Networks and Systems},
volume = {888 LNNS},
pages = {139–149},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma241974,
title = {Desarrollo de habilidades en programación a través de proyectos individuales: potenciando la autonomía y la creatividad del estudiante},
author = {Belén Vega Márquez and Beatriz Pontes Balanza and José María Luna Romera},
url = {https://prisma.us.es/publicacion/241974},
year  = {2024},
date = {2024-01-01},
booktitle = {Congreso de innovación Educativa. INNOVARUS (2024), pp. 1989-1998.},
pages = {1989–1998},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma249537,
title = {Advances in time series forecasting: innovative methods and applications},
author = {F. J. Torres and María del Mar Martínez Ballesteros and A. Troncoso and F. Martínez Álvarez},
url = {https://prisma.us.es/publicacion/249537},
doi = {10.3934/math.20241174},
year  = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
booktitle = {AIMS Mathematics},
journal = {AIMS Mathematics},
volume = {9},
number = {9},
pages = {24163–24165},
note = {Tipo en PRISMA: Editorial.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma243647,
title = {A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models},
author = {B Vega-Márquez and J Solís-García and IA Nepomuceno-Chamorro and C Rubio-Escudero},
url = {https://prisma.us.es/publicacion/243647},
doi = {10.1093/jigpal/jzae034},
year  = {2024},
date = {2024-01-01},
journal = {Logic Journal of the IGPL},
volume = {32},
number = {6},
pages = {1036–1047},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma254928,
title = {Interpretation of Diabetic Foot Ulcer Image Classification Using Layer Attribution Algorithms},
author = {Zinah Mohsin Arkah and Beatriz Pontes and Cristina Rubio},
url = {https://prisma.us.es/publicacion/254928},
doi = {10.1007/978-3-031-75013-7_2},
year  = {2024},
date = {2024-01-01},
booktitle = {Lecture Notes in Networks and Systems},
volume = {888 LNNS},
pages = {13–22},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma254929,
title = {Time Series Analysis of Iraq’s Energy Sector: Production, Consumption, and Trends},
author = {José Delgado and Morteza Aldarraji and Belén Vega-Márquez and Beatriz Pontes},
url = {https://prisma.us.es/publicacion/254929},
doi = {10.1007/978-3-031-75013-7_26},
year  = {2024},
date = {2024-01-01},
booktitle = {Lecture Notes in Networks and Systems},
volume = {888 LNNS},
pages = {272–281},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma248716,
title = {Preface},
author = {Óscar Fontenla-Romero and Amparo Alonso-Betanzos and Bertha Guijarro-Berdiñas and Elena Hernández-Pereira and Verónica Bolón-Canedo and Noelia Sánchez-Maroño and Beatriz Pérez-Sánchez and David Camacho and Juan R. Rabuñal and Manuel Ojeda-Aciego and Jesús Medina and José C. Riquelme and Alicia Troncoso},
url = {https://prisma.us.es/publicacion/248716},
year  = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {14640 LNAI},
pages = {v–vi},
note = {Tipo en PRISMA: Editorial.},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma248121,
title = {Técnicas Big Data para la predicción de la demanda y precio eléctrico},
author = {Laura Melgar García and José Francisco Torres Maldonado and Alicia Troncoso Lara and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/248121},
year  = {2024},
date = {2024-01-01},
journal = {Economía Industrial},
number = {431},
pages = {119–130},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{TRONCOSOGARCIA2023169,
title = {A new approach based on association rules to add explainability to time series forecasting models},
author = {A. R. Troncoso-García and M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso},
url = {https://www.sciencedirect.com/science/article/pii/S1566253523000295},
doi = {https://doi.org/10.1016/j.inffus.2023.01.021},
issn = {1566-2535},
year  = {2023},
date = {2023-01-01},
journal = {Information Fusion},
volume = {94},
pages = {169-180},
abstract = {Machine learning and deep learning have become the most useful and powerful tools in the last years to mine information from large datasets. Despite the successful application to many research fields, it is widely known that some of these solutions based on artificial intelligence are considered black-box models, meaning that most experts find difficult to explain and interpret the models and why they generate such outputs. In this context, explainable artificial intelligence is emerging with the aim of providing black-box models with sufficient interpretability. Thus, models could be easily understood and further applied. This work proposes a novel method to explain black-box models, by using numeric association rules to explain and interpret multi-step time series forecasting models. Thus, a multi-objective algorithm is used to discover quantitative association rules from the target model. Then, visual explanation techniques are applied to make the rules more interpretable. Data from Spanish electricity energy consumption has been used to assess the suitability of the proposal.},
keywords = {Association rules, Explainable AI, Interpretability, machine learning, Time series forecasting},
pubstate = {published},
tppubtype = {article}
}
@article{articleh,
title = {A Novel Distributed Forecasting Method Based on Information Fusion and Incremental Learning for Streaming Time Series},
author = {Laura Melgar-García and David Gutiérrez-Avilés and Cristina Rubio-Escudero and Alicia Troncoso},
doi = {10.2139/ssrn.4326600},
year  = {2023},
date = {2023-01-01},
journal = {SSRN Electronic Journal},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{JIMENEZNAVARRO2023815,
title = {PHILNet: A novel efficient approach for time series forecasting using deep learning},
author = {M. J. Jiménez-Navarro and M. Martínez-Ballesteros and F. Martínez-Álvarez and G. Asencio-Cortés},
url = {https://www.sciencedirect.com/science/article/pii/S0020025523003183},
doi = {https://doi.org/10.1016/j.ins.2023.03.021},
issn = {0020-0255},
year  = {2023},
date = {2023-01-01},
journal = {Information Sciences},
volume = {632},
pages = {815-832},
abstract = {Time series is one of the most common data types in the industry nowadays. Forecasting the future of a time series behavior can be useful in planning ahead, saving time, resources, and helping avoid undesired scenarios. To make the forecasting, historical data is utilized due to the causal nature of the time series. Several deep learning algorithms have been presented in this area, where the input is processed through a series of non-linear functions to produce the output. We present a novel strategy to improve the performance of deep learning models in time series forecasting in terms of efficiency while reaching similar effectiveness. This approach separates the model into levels, starting with the easiest and continuing to the most difficult. The simpler levels deal with smoothed versions of the input, whereas the most sophisticated level deals with the raw data. This strategy seeks to mimic the human learning process, in which basic tasks are completed initially, followed by more precise and sophisticated ones. Our method achieved promising results, obtaining a 35% improvement in mean squared error and a 2.6 time decrease in training time compared with the best models found in a variety of time series.},
keywords = {Deep learning, Efficiency, Forecasting, Time series},
pubstate = {published},
tppubtype = {article}
}
@article{10.1186/s40537-023-00745-0,
title = {A new deep learning architecture with inductive bias balance for transformer oil temperature forecasting},
author = {Manuel J. Jiménez-Navarro and María Martínez-Ballesteros and Francisco Martínez-Álvarez and Gualberto Asencio-Cortés},
url = {https://doi.org/10.1186/s40537-023-00745-0},
doi = {10.1186/s40537-023-00745-0},
year  = {2023},
date = {2023-01-01},
journal = {Journal of Big Data},
volume = {10},
pages = {N/A},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1145/3555776.3578634,
title = {A bioinspired ensemble approach for multi-horizon reference evapotranspiration forecasting in Portugal},
author = {Manuel Jesus Jimenez Navarro and Maria Martinez Ballesteros and Isabel Sofia Brito and Francisco Martinez Alvarez and Gualberto Asencio Cortes},
url = {https://doi.org/10.1145/3555776.3578634},
doi = {10.1145/3555776.3578634},
year  = {2023},
date = {2023-01-01},
journal = {Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing},
volume = {N/A},
pages = {441-448},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-42519-6_30,
title = {Association Rule Analysis of Student Satisfaction Surveys for Teaching Quality Evaluation},
author = {Manuel J. Jiménez-Navarro and Belén Vega-Márquez and José María Luna-Romera and Manuel Carranza-García and María Martínez-Ballesteros},
url = {https://doi.org/10.1007/978-3-031-42519-6_30},
doi = {10.1007/978-3-031-42519-6_30},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Networks and Systems},
volume = {N/A},
pages = {319-328},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-43078-7_2,
title = {Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning},
author = {M. J. Jiménez-Navarro and M. Martínez-Ballesteros and F. Martínez-Álvarez and G. Asencio-Cortés},
url = {https://doi.org/10.1007/978-3-031-43078-7_2},
doi = {10.1007/978-3-031-43078-7_2},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {15-26},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-42536-3_13,
title = {Explaining Learned Patterns in Deep Learning by Association Rules Mining},
author = {M. J. Jiménez-Navarro and M. Martínez-Ballesteros and F. Martínez-Álvarez and G. Asencio-Cortés},
url = {https://doi.org/10.1007/978-3-031-42536-3_13},
doi = {10.1007/978-3-031-42536-3_13},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Networks and Systems},
volume = {N/A},
pages = {132-141},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-42529-5_20,
title = {Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting},
author = {Manuel Jesús Jiménez-Navarro and Camilo Restrepo-Estrada and Laura Melgar-García and David Gutierrez-Aviles},
url = {https://doi.org/10.1007/978-3-031-42529-5_20},
doi = {10.1007/978-3-031-42529-5_20},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Networks and Systems},
volume = {N/A},
pages = {209-218},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-18050-7_54,
title = {Feature-Aware Drop Layer (FADL): A Nonparametric Neural Network Layer for Feature Selection},
author = {Manuel Jesús Jiménez-Navarro and María Martínez-Ballesteros and Isabel Sofia Sousa Brito and Francisco Martínez-Álvarez and Gualberto Asencio-Cortés},
url = {https://doi.org/10.1007/978-3-031-18050-7_54},
doi = {10.1007/978-3-031-18050-7_54},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Networks and Systems},
volume = {N/A},
pages = {557-566},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.apenergy.2023.121645,
title = {Forecasting solar energy production in Spain: A comparison of univariate and multivariate models at the national level},
author = {Tomás Cabello-López and Manuel Carranza-García and José C. Riquelme and Jorge García-Gutiérrez},
url = {https://doi.org/10.1016/j.apenergy.2023.121645},
doi = {10.1016/j.apenergy.2023.121645},
year  = {2023},
date = {2023-01-01},
journal = {Applied Energy},
volume = {350},
pages = {121645},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.neucom.2023.126312,
title = {Short-term solar irradiance forecasting in streaming with deep learning},
author = {Pedro Lara-Benítez and Manuel Carranza-García and José María Luna-Romera and José C. Riquelme},
url = {https://doi.org/10.1016/j.neucom.2023.126312},
doi = {10.1016/j.neucom.2023.126312},
year  = {2023},
date = {2023-01-01},
journal = {Neurocomputing},
volume = {546},
pages = {126312},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-42529-5_25,
title = {An Approach to Enhance Time Series Forecasting by Fast Fourier Transform},
author = {F. Javier Galán-Sales and Pablo Reina-Jiménez and Manuel Carranza-García and José María Luna-Romera},
url = {https://doi.org/10.1007/978-3-031-42529-5_25},
doi = {10.1007/978-3-031-42529-5_25},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Networks and Systems},
volume = {N/A},
pages = {259-268},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-42536-3_10,
title = {Efficient Short-Term Time Series Forecasting with Regression Trees},
author = {Pablo Reina-Jiménez and Manuel Carranza-García and Jose María Luna-Romera and José C. Riquelme},
url = {https://doi.org/10.1007/978-3-031-42536-3_10},
doi = {10.1007/978-3-031-42536-3_10},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Networks and Systems},
volume = {N/A},
pages = {101-110},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1038/s41392-023-01470-z,
title = {A new treatment for sarcoma extracted from combination of miRNA deregulation and gene association rules},
author = {José Manuel García-Heredia and Marco Pérez and Eva M. Verdugo-Sivianes and María M. Martínez-Ballesteros and Sara M. Ortega-Campos and Amancio Carnero},
url = {https://doi.org/10.1038/s41392-023-01470-z},
doi = {10.1038/s41392-023-01470-z},
year  = {2023},
date = {2023-01-01},
journal = {Signal Transduction and Targeted Therapy},
volume = {8},
pages = {N/A},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.3390/en16052317,
title = {A Bayesian Optimization-Based LSTM Model for Wind Power Forecasting in the Adama District, Ethiopia},
author = {Ejigu Tefera Habtemariam and Kula Kekeba and María Martínez-Ballesteros and Francisco Martínez-Álvarez},
url = {https://doi.org/10.3390/en16052317},
doi = {10.3390/en16052317},
year  = {2023},
date = {2023-01-01},
journal = {Energies},
volume = {16},
pages = {2317},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-40725-3_62,
title = {A Feature Selection and Association Rule Approach to Identify Genes Associated with Metastasis and Low Survival in Sarcoma},
author = {M. Lourdes Linares-Barrera and María Martínez-Ballesteros and José M. García-Heredia and José C. Riquelme},
url = {https://doi.org/10.1007/978-3-031-40725-3_62},
doi = {10.1007/978-3-031-40725-3_62},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {731-742},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-40725-3_18,
title = {A New Hybrid CNN-LSTM for Wind Power Forecasting in Ethiopia},
author = {E. Tefera and M. Martínez-Ballesteros and A. Troncoso and F. Martínez-Álvarez},
url = {https://doi.org/10.1007/978-3-031-40725-3_18},
doi = {10.1007/978-3-031-40725-3_18},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {207-218},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-43085-5_50,
title = {Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological Signals},
author = {A. R. Troncoso-García and M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso},
url = {https://doi.org/10.1007/978-3-031-43085-5_50},
doi = {10.1007/978-3-031-43085-5_50},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {626-637},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1145/3555776.3578994,
title = {Evolutionary computation to explain deep learning models for time series forecasting},
author = {Angela Troncoso Garcia and Alicia Troncoso Lora and Francisco Martinez-Alvarez and Maria Martinez Ballesteros},
url = {https://doi.org/10.1145/3555776.3578994},
doi = {10.1145/3555776.3578994},
year  = {2023},
date = {2023-01-01},
journal = {Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing},
volume = {N/A},
pages = {433-436},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.engappai.2023.106326,
title = {Identifying novelties and anomalies for incremental learning in streaming time series forecasting},
author = {Laura Melgar-García and David Gutiérrez-Avilés and Cristina Rubio-Escudero and Alicia Troncoso},
url = {https://doi.org/10.1016/j.engappai.2023.106326},
doi = {10.1016/j.engappai.2023.106326},
year  = {2023},
date = {2023-01-01},
journal = {Engineering Applications of Artificial Intelligence},
volume = {123},
pages = {106326},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/s10489-023-05124-z,
title = {Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study},
author = {Javier Solís-García and Belén Vega-Márquez and Juan A. Nepomuceno and José C. Riquelme-Santos and Isabel A. Nepomuceno-Chamorro},
url = {https://doi.org/10.1007/s10489-023-05124-z},
doi = {10.1007/s10489-023-05124-z},
year  = {2023},
date = {2023-01-01},
journal = {Applied Intelligence},
volume = {53},
pages = {30691-30705},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.3390/biology12040579,
title = {SigPrimedNet: A Signaling-Informed Neural Network for scRNA-seq Annotation of Known and Unknown Cell Types},
author = {Pelin Gundogdu and Inmaculada Alamo and Isabel A. Nepomuceno-Chamorro and Joaquin Dopazo and Carlos Loucera},
url = {https://doi.org/10.3390/biology12040579},
doi = {10.3390/biology12040579},
year  = {2023},
date = {2023-01-01},
journal = {Biology},
volume = {12},
pages = {579},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-42697-1_5,
title = {Cell-Level Pathway Scoring Comparison with a Biologically Constrained Variational Autoencoder},
author = {Pelin Gundogdu and Miriam Payá-Milans and Inmaculada Alamo-Alvarez and Isabel A. Nepomuceno-Chamorro and Joaquin Dopazo and Carlos Loucera},
url = {https://doi.org/10.1007/978-3-031-42697-1_5},
doi = {10.1007/978-3-031-42697-1_5},
year  = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {62-77},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1145/3583133.3590603,
title = {Simultaneous Evolutionary Optimization of Features Subset and Clusters Number},
author = {José David Martín and Beatriz Pontes and José C. Riquelme},
url = {https://doi.org/10.1145/3583133.3590603},
doi = {10.1145/3583133.3590603},
year  = {2023},
date = {2023-01-01},
journal = {Proceedings of the Companion Conference on Genetic and Evolutionary Computation},
volume = {N/A},
pages = {307-310},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.ctro.2023.100640,
title = {Benchmarking machine learning approaches to predict radiation-induced toxicities in lung cancer patients},
author = {Francisco J. Núñez-Benjumea and Sara González-García and Alberto Moreno-Conde and José C. Riquelme-Santos and José L. López-Guerra},
url = {https://doi.org/10.1016/j.ctro.2023.100640},
doi = {10.1016/j.ctro.2023.100640},
year  = {2023},
date = {2023-01-01},
journal = {Clinical and Translational Radiation Oncology},
volume = {41},
pages = {100640},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{pontes2023development,
title = {Development of a liver graft assessment expert machine-learning system: when the artificial intelligence helps liver transplant surgeons},
author = {Beatriz Pontes Balanza and Juan M Castillo Tuñón and Daniel Mateos García and Javier Padillo Ruiz and José C Riquelme Santos and José M Álamo Martinez and Carmen Bernal Bellido and Gonzalo Suarez Artacho and Carmen Cepeda Franco and Miguel A Gómez Bravo and others},
url = {https://doi.org/10.3389/fsurg.2023.1048451},
doi = {10.3389/fsurg.2023.1048451},
year  = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
journal = {Frontiers in Surgery},
volume = {10},
pages = {1048451},
publisher = {Frontiers Media SA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma219563,
title = {A new Apache Spark-based framework for big data streaming forecasting in IoT networks},
author = {Antonio M. Fernández-Gómez and David Gutiérrez-Avilés and Alicia Troncoso and Francisco Martínez-Álvarez},
url = {https://prisma.us.es/publicacion/219563},
doi = {10.1007/s11227-023-05100-x},
year  = {2023},
date = {2023-01-01},
journal = {JOURNAL OF SUPERCOMPUTING},
volume = {79},
number = {10},
pages = {11078–11100},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma231722,
title = {Explainable Artificial Intelligence for Education: A Real Case of a University Subject Switched to Python},
author = {Laura Melgar-García and Ángela Troncoso-García and David Gutiérrez-Avilés and José Francisco Torres and Alicia Troncoso},
url = {https://prisma.us.es/publicacion/231722},
doi = {10.1007/978-3-031-42519-6_34},
year  = {2023},
date = {2023-01-01},
booktitle = {Lecture Notes in Networks and Systems},
volume = {748 LNNS},
pages = {358–367},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma226429,
title = {PDSS: A pharmacological decision support system for diabetics patients with COVID-19},
author = {Isabel Amaya-Rodríguez and Nekane Larburu and María Rollán Martinez-Herrera and Kristin Rebescher and Iván Macia and Miguel Á. Armengol de la Hoz and Cristina Rubio-Escudero and Alba Garín-Muga},
url = {https://prisma.us.es/publicacion/226429},
doi = {10.3233/SHTI230197},
year  = {2023},
date = {2023-01-01},
journal = {Studies in Health Technology and Informatics},
volume = {302},
pages = {521–525},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma215529,
title = {Guidelines to build PLS-DA chemometric classification models using a GC-IMS method: dry-cured ham as a case of study},
author = {Andrés Martín-Gómez and Pablo Rodríguez-Hernández and María José Cardador and Belén Vega-Márquez and Vicente Rodríguez-Estévez and Lourdes Arce},
url = {https://prisma.us.es/publicacion/215529},
doi = {10.1016/j.talo.2022.100175},
year  = {2023},
date = {2023-01-01},
journal = {Talanta Open},
volume = {7},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma231838,
title = {Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks},
author = {Halal Abdulrahman Ahmed and Juan A. Nepomuceno and Belén Vega-Márquez and Isabel A. Nepomuceno-Chamorro},
url = {https://prisma.us.es/publicacion/231838},
doi = {10.1007/978-3-031-42536-3_11},
year  = {2023},
date = {2023-01-01},
booktitle = {Lecture Notes in Networks and Systems},
volume = {750 LNNS},
pages = {111–120},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma231844,
title = {Forecasting Greenhouse Temperature Using Machine Learning Models: Optimizing Crop Production in Andalucia},
author = {Belén Vega-Márquez and Juan Pardo-Martínez and María del Mar Villegas-Oliva and José C. Riquelme},
url = {https://prisma.us.es/publicacion/231844},
doi = {10.1007/978-3-031-42529-5_23},
year  = {2023},
date = {2023-01-01},
booktitle = {Lecture Notes in Networks and Systems},
volume = {749 LNNS},
pages = {239–248},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{isa22,
title = {Ten quick tips for biomarker discovery and validation analyses using machine learning},
author = {Ramon Diaz-Uriarte and Elisa Gómez de Lope and Rosalba Giugno and Holger Fröhlich and Petr V. Nazarov and Isabel A. Nepomuceno-Chamorro and Armin Rauschenberger and Enrico Glaab},
url = {https://doi.org/10.1371/journal.pcbi.1010357},
doi = {10.1371/journal.pcbi.1010357},
year  = {2022},
date = {2022-01-01},
journal = {PLOS Computational Biology},
volume = {18},
number = {8},
pages = {1-17},
publisher = {Public Library of Science},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{app12083987,
title = {MOMIC: A Multi-Omics Pipeline for Data Analysis, Integration and Interpretation},
author = {Laura Madrid-Márquez and Cristina Rubio-Escudero and Beatriz Pontes and Antonio González-Pérez and José C. Riquelme and Maria E. Sáez},
url = {https://www.mdpi.com/2076-3417/12/8/3987},
doi = {10.3390/app12083987},
issn = {2076-3417},
year  = {2022},
date = {2022-01-01},
journal = {Applied Sciences},
volume = {12},
number = {8},
abstract = {Background and Objectives: The burst of high-throughput omics technologies has given rise to a new era in systems biology, offering an unprecedented scenario for deriving meaningful biological knowledge through the integration of different layers of information. Methods: We have developed a new software tool, MOMIC, that guides the user through the application of different analysis on a wide range of omic data, from the independent single-omics analysis to the combination of heterogeneous data at different molecular levels. Results: The proposed pipeline is developed as a collection of Jupyter notebooks, easily editable, reproducible and well documented. It can be modified to accommodate new analysis workflows and data types. It is accessible via momic.us.es, and as a docker project available at github that can be locally installed. Conclusions: MOMIC offers a complete analysis environment for analysing and integrating multi-omics data in a single, easy-to-use platform.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1093/jigpal/jzac033,
title = {Data streams classification using deep learning under different speeds and drifts},
author = {Pedro Lara-Benítez and Manuel Carranza-García and David Gutiérrez-Avilés and José C Riquelme},
url = {https://doi.org/10.1093/jigpal/jzac033},
doi = {10.1093/jigpal/jzac033},
issn = {1367-0751},
year  = {2022},
date = {2022-01-01},
journal = {Logic Journal of the IGPL},
abstract = {Processing data streams arriving at high speed requires the development of models that can provide fast and accurate predictions. Although deep neural networks are the state-of-the-art for many machine learning tasks, their performance in real-time data streaming scenarios is a research area that has not yet been fully addressed. Nevertheless, much effort has been put into the adaption of complex deep learning (DL) models to streaming tasks by reducing the processing time. The design of the asynchronous dual-pipeline DL framework allows making predictions of incoming instances and updating the model simultaneously, using two separate layers. The aim of this work is to assess the performance of different types of DL architectures for data streaming classification using this framework. We evaluate models such as multi-layer perceptrons, recurrent, convolutional and temporal convolutional neural networks over several time series datasets that are simulated as streams at different speeds. In addition, we evaluate how the different architectures react to concept drifts typically found in evolving data streams. The obtained results indicate that convolutional architectures achieve a higher performance in terms of accuracy and efficiency, but are also the most sensitive to concept drifts.},
note = {jzac033},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{articleb,
title = {Ten quick tips for biomarker discovery and validation analyses using machine learning},
author = {Ramon Diaz-Uriarte and Elisa Gomez de Lope and Rosalba Giugno and Holger Fröhlich and Petr Nazarov and Isabel Nepomuceno-Chamorro and Armin Rauschenberger and Enrico Glaab},
doi = {10.1371/journal.pcbi.1010357},
year  = {2022},
date = {2022-01-01},
journal = {PLOS Computational Biology},
volume = {18},
pages = {e1010357},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inbook{inbook,
title = {An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting},
author = {Belén Vega and Javier Solí­s-Garcí­a and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero},
doi = {10.1007/978-3-030-87869-6_64},
isbn = {978-3-030-87868-9},
year  = {2022},
date = {2022-01-01},
pages = {675-684},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
@article{articlei,
title = {Sa1267: INTRODUCING JOINT MODELING TECHNIQUES FOR PERSONALIZED PREDICTIONS IN CELIAC DISEASE},
author = {Lidia Serrano and Alfonso Rodríguez-Herrera and Carles Serrat and Cristina Rubio-Escudero},
doi = {10.1016/S0016-5085(22)60867-9},
year  = {2022},
date = {2022-01-01},
journal = {Gastroenterology},
volume = {162},
pages = {S-361},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{articlej,
title = {A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture},
author = {Laura Melgar-García and David Gutiérrez-Avilés and Maria Teresa Godinho and Rita Espada and Isabel Brito and Francisco Martínez-Álvarez and Alicia Troncoso and Cristina Rubio-Escudero},
doi = {10.1016/j.neucom.2021.06.101},
year  = {2022},
date = {2022-01-01},
journal = {Neurocomputing},
volume = {500},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{articlek,
title = {MOMIC: A Multi-Omics Pipeline for Data Analysis, Integration and Interpretation},
author = {Laura Madrid-Márquez and Cristina Rubio-Escudero and Beatriz Pontes and Antonio González-Pérez and José Riquelme and Maria Saez},
doi = {10.3390/app12083987},
year  = {2022},
date = {2022-01-01},
journal = {Applied Sciences},
volume = {12},
pages = {3987},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inbook{inbookb,
title = {An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting},
author = {Belén Vega and Javier Solí­s-Garcí­a and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero},
doi = {10.1007/978-3-030-87869-6_64},
isbn = {978-3-030-87868-9},
year  = {2022},
date = {2022-01-01},
pages = {675-684},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
@article{10.1016/j.knosys.2022.109644,
title = {DIAFAN-TL: An instance weighting-based transfer learning algorithm with application to phenology forecasting},
author = {M. A. Molina-Cabanillas and M. J. Jiménez-Navarro and R. Arjona and F. Martínez-Álvarez and G. Asencio-Cortés},
url = {https://doi.org/10.1016/j.knosys.2022.109644},
doi = {10.1016/j.knosys.2022.109644},
year  = {2022},
date = {2022-01-01},
journal = {Knowledge-Based Systems},
volume = {254},
pages = {109644},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-030-87869-6_68,
title = {HLNet: A Novel Hierarchical Deep Neural Network for Time Series Forecasting},
author = {M. J. Jiménez-Navarro and F. Martínez-Alvarez and A. Troncoso and G. Asencio-Cortés},
url = {https://doi.org/10.1007/978-3-030-87869-6_68},
doi = {10.1007/978-3-030-87869-6_68},
year  = {2022},
date = {2022-01-01},
journal = {Advances in Intelligent Systems and Computing},
volume = {N/A},
pages = {717-727},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1109/icip46576.2022.9897855,
title = {Temporal Axial Attention For Lidar-Based 3d Object Detection In Autonomous Driving},
author = {Manuel Carranza-Garcia and Jose C. Riquelme and Avideh Zakhor},
url = {https://doi.org/10.1109/icip46576.2022.9897855},
doi = {10.1109/icip46576.2022.9897855},
year  = {2022},
date = {2022-01-01},
journal = {2022 IEEE International Conference on Image Processing (ICIP)},
volume = {N/A},
pages = {201-205},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-15471-3_12,
title = {Concept Drift Detection to Improve Time Series Forecasting of Wind Energy Generation},
author = {Tomás Cabello-López and Manuel Cañizares-Juan and Manuel Carranza-García and Jorge Garcia-Gutiérrez and José C. Riquelme},
url = {https://doi.org/10.1007/978-3-031-15471-3_12},
doi = {10.1007/978-3-031-15471-3_12},
year  = {2022},
date = {2022-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {133-140},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-030-87869-6_67,
title = {Study Case of Household Electricity Consumption Patterns in London by Clustering Methodology},
author = {José María Luna-Romera and Manuel Carranza-García and David Gutiérrez-Avilés and José C. Riquelme-Santos},
url = {https://doi.org/10.1007/978-3-030-87869-6_67},
doi = {10.1007/978-3-030-87869-6_67},
year  = {2022},
date = {2022-01-01},
journal = {Advances in Intelligent Systems and Computing},
volume = {N/A},
pages = {706-716},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1145/3477314.3507343,
title = {A novel approach to discover numerical association based on the coronavirus optimization algorithm},
author = {C. Segarra-Martín and M. Martínez-Ballesteros and A. Troncoso and F. Martínez-Álvarez},
url = {https://doi.org/10.1145/3477314.3507343},
doi = {10.1145/3477314.3507343},
year  = {2022},
date = {2022-01-01},
journal = {Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing},
volume = {N/A},
pages = {1148-1151},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.procs.2022.09.351,
title = {Explainable machine learning for sleep apnea prediction},
author = {A. R. Troncoso-García and M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso},
url = {https://doi.org/10.1016/j.procs.2022.09.351},
doi = {10.1016/j.procs.2022.09.351},
year  = {2022},
date = {2022-01-01},
journal = {Procedia Computer Science},
volume = {207},
pages = {2930-2939},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1111/mice.12810,
title = {Deformation forecasting of a hydropower dam by hybridizing a long short‐term memory deep learning network with the coronavirus optimization algorithm},
author = {Kien‐Trinh T. Bui and José F. Torres and David Gutiérrez‐Avilés and Viet‐Ha Nhu and Dieu Tien Bui and Francisco Martínez‐Álvarez},
url = {https://doi.org/10.1111/mice.12810},
doi = {10.1111/mice.12810},
year  = {2022},
date = {2022-01-01},
journal = {Computer-Aided Civil and Infrastructure Engineering},
volume = {37},
pages = {1368-1386},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-031-07472-1_18,
title = {Updating Prediction Models for Predictive Process Monitoring},
author = {Alfonso E. Márquez-Chamorro and Isabel A. Nepomuceno-Chamorro and Manuel Resinas and Antonio Ruiz-Cortés},
url = {https://doi.org/10.1007/978-3-031-07472-1_18},
doi = {10.1007/978-3-031-07472-1_18},
year  = {2022},
date = {2022-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {304-318},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma219544,
title = {Nearest neighbors with incremental learning for real-time forecasting of electricity demand},
author = {Laura Melgar-García and David Gutiérrez-Avilés and Cristina Rubio-Escudero and Alicia Troncoso},
url = {https://prisma.us.es/publicacion/219544},
doi = {10.1109/ICDMW58026.2022.00112},
year  = {2022},
date = {2022-01-01},
booktitle = {IEEE International Conference on Data Mining Workshops, ICDMW},
volume = {2022-November},
pages = {834–841},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma194150,
title = {Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data},
author = {Pelin Gundogdu and Carlos Loucera and Inmaculada Álamo-Álvarez and Joaquín Dopazo and Isabel Nepomuceno},
url = {https://prisma.us.es/publicacion/194150},
doi = {10.1186/s13040-021-00285-4},
year  = {2022},
date = {2022-01-01},
journal = {BIODATA MINING},
volume = {15},
number = {1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{10.1007/978-3-030-87869-6_62,
title = {Feature Selection on Spatio-Temporal Data for Solar Irradiance Forecasting},
author = {Manuel Carranza-García and Pedro Lara-Benítez and José María Luna-Romera and José C. Riquelme},
editor = {Hugo Sanjurjo González and Iker Pastor López and Pablo García Bringas and Héctor Quintián and Emilio Corchado},
isbn = {978-3-030-87869-6},
year  = {2022},
date = {2022-01-01},
booktitle = {16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)},
pages = {654--664},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {Solar energy is currently among the most important and convenient renewable sources, with a great potential to reduce the use of fossil fuels. However, power generation from solar panels is very irregular and highly dependent on weather conditions. Therefore, solar irradiance forecasting is a fundamental task to ensure an efficient power management. In power plants, besides the temporal observations, it is essential to consider the spatial relationship between close photovoltaic panels. In this work, we study the importance of feature selection for forecasting solar irradiance time series using spatio-temporal data. The experimental study considers nine feature selection techniques and compares the predictive performance of four regression algorithms using the different subsets of features. The data used comes from two different locations in Canada with multiple solar panels. The results demonstrate that including the proper spatial information using feature selection, particularly the methods based on evolutionary computation, enhances significantly the forecasting accuracy.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{article,
title = {Object detection using depth completion and camera-LiDAR fusion for autonomous driving},
author = {Manuel Carranza-García and F. Galán-Sales and José María Luna-Romera and José Riquelme},
doi = {10.3233/ICA-220681},
year  = {2022},
date = {2022-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {29},
pages = {1-18},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{articlec,
title = {OCEAn: Ordinal Classification with an Ensemble Approach},
author = {Belén Vega and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero and José Riquelme},
doi = {10.1016/j.ins.2021.08.081},
year  = {2021},
date = {2021-01-01},
journal = {Information Sciences},
volume = {580},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{articled,
title = {Use of Deep Learning Architectures for Day-Ahead Electricity Price Forecasting over Different Time Periods in the Spanish Electricity Market},
author = {Belén Vega and Cristina Rubio-Escudero and Isabel Nepomuceno-Chamorro and Angel Arcos-Vargas},
doi = {10.3390/app11136097},
year  = {2021},
date = {2021-01-01},
journal = {Applied Sciences},
volume = {11},
pages = {6097},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inbook{inbookc,
title = {Nearest Neighbors-Based Forecasting for Electricity Demand Time Series in Streaming},
author = {Laura Melgar-García and David Gutiérrez-Avilés and Cristina Rubio-Escudero and Alicia Troncoso},
doi = {10.1007/978-3-030-85713-4_18},
isbn = {978-3-030-85712-7},
year  = {2021},
date = {2021-01-01},
pages = {185-195},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
@article{articlel,
title = {A data mining based clinical decision support system for survival in lung cancer},
author = {Beatriz Pontes and Francisco Núñez-Benjumea and Cristina Rubio-Escudero and Alberto Moreno Conde and Isabel Nepomuceno and Jesús Moreno and Jon Cacicedo and J. M. Praena-Fernández and German Rodriguez and Carlos Parra Calderón and Blas León and E. Campo and Felipe Couñago and José Riquelme and Jose Lopez Guerra},
doi = {10.5603/RPOR.a2021.0088},
year  = {2021},
date = {2021-01-01},
journal = {Reports of Practical Oncology and Radiotherapy},
volume = {26},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{articlem,
title = {OCEAn: Ordinal Classification with an Ensemble Approach},
author = {Belén Vega and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero and José Riquelme},
doi = {10.1016/j.ins.2021.08.081},
year  = {2021},
date = {2021-01-01},
journal = {Information Sciences},
volume = {580},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{articlen,
title = {Use of Deep Learning Architectures for Day-Ahead Electricity Price Forecasting over Different Time Periods in the Spanish Electricity Market},
author = {Belén Vega and Cristina Rubio-Escudero and Isabel Nepomuceno-Chamorro and Angel Arcos-Vargas},
doi = {10.3390/app11136097},
year  = {2021},
date = {2021-01-01},
journal = {Applied Sciences},
volume = {11},
pages = {6097},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{articleo,
title = {Generating a seismogenic source zone model for the Pyrenees: A GIS-assisted triclustering approach},
author = {José-Lázaro Amaro-Mellado and Laura Melgar-García and Cristina Rubio-Escudero and David Gutiérrez-Avilés},
doi = {10.1016/j.cageo.2021.104736},
year  = {2021},
date = {2021-01-01},
journal = {Computers & Geosciences},
volume = {150},
pages = {104736},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-030-86271-8_43,
title = {A Model-Based Deep Transfer Learning Algorithm for Phenology Forecasting Using Satellite Imagery},
author = {M. Á. Molina and M. J. Jiménez-Navarro and F. Martínez-Álvarez and G. Asencio-Cortés},
url = {https://doi.org/10.1007/978-3-030-86271-8_43},
doi = {10.1007/978-3-030-86271-8_43},
year  = {2021},
date = {2021-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {511-523},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-030-85713-4_21,
title = {Electricity Consumption Time Series Forecasting Using Temporal Convolutional Networks},
author = {J. F. Torres and M. J. Jiménez-Navarro and F. Martínez-Álvarez and A. Troncoso},
url = {https://doi.org/10.1007/978-3-030-85713-4_21},
doi = {10.1007/978-3-030-85713-4_21},
year  = {2021},
date = {2021-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {216-225},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1142/s0129065721300011,
title = {An Experimental Review on Deep Learning Architectures for Time Series Forecasting},
author = {Pedro Lara-Benítez and Manuel Carranza-García and José C. Riquelme},
url = {https://doi.org/10.1142/s0129065721300011},
doi = {10.1142/s0129065721300011},
year  = {2021},
date = {2021-01-01},
journal = {International Journal of Neural Systems},
volume = {31},
pages = {2130001},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1016/j.neucom.2021.04.001,
title = {Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance},
author = {Manuel Carranza-García and Pedro Lara-Benítez and Jorge García-Gutiérrez and José C. Riquelme},
url = {https://doi.org/10.1016/j.neucom.2021.04.001},
doi = {10.1016/j.neucom.2021.04.001},
year  = {2021},
date = {2021-01-01},
journal = {Neurocomputing},
volume = {449},
pages = {229-244},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-030-85713-4_11,
title = {Evaluation of the Transformer Architecture for Univariate Time Series Forecasting},
author = {Pedro Lara-Benítez and Luis Gallego-Ledesma and Manuel Carranza-García and José M. Luna-Romera},
url = {https://doi.org/10.1007/978-3-030-85713-4_11},
doi = {10.1007/978-3-030-85713-4_11},
year  = {2021},
date = {2021-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {106-115},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-030-57802-2_14,
title = {On the Performance of Deep Learning Models for Time Series Classification in Streaming},
author = {Pedro Lara-Benítez and Manuel Carranza-García and Francisco Martínez-Álvarez and José C. Riquelme},
url = {https://doi.org/10.1007/978-3-030-57802-2_14},
doi = {10.1007/978-3-030-57802-2_14},
year  = {2021},
date = {2021-01-01},
journal = {Advances in Intelligent Systems and Computing},
volume = {N/A},
pages = {144-154},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-030-57802-2_22,
title = {Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering},
author = {Laura Melgar-García and Maria Teresa Godinho and Rita Espada and David Gutiérrez-Avilés and Isabel Sofia Brito and Francisco Martínez-Álvarez and Alicia Troncoso and Cristina Rubio-Escudero},
url = {https://doi.org/10.1007/978-3-030-57802-2_22},
doi = {10.1007/978-3-030-57802-2_22},
year  = {2021},
date = {2021-01-01},
journal = {Advances in Intelligent Systems and Computing},
volume = {N/A},
pages = {226-236},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.3390/nano11102706,
title = {Statistically Representative Metrology of Nanoparticles via Unsupervised Machine Learning of TEM Images},
author = {Haotian Wen and José María Luna-Romera and José C. Riquelme and Christian Dwyer and Shery L. Y. Chang},
url = {https://doi.org/10.3390/nano11102706},
doi = {10.3390/nano11102706},
year  = {2021},
date = {2021-01-01},
journal = {Nanomaterials},
volume = {11},
pages = {2706},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.1007/978-3-030-57802-2_71,
title = {A Preliminary Study on Deep Transfer Learning Applied to Image Classification for Small Datasets},
author = {Miguel Ángel Molina and Gualberto Asencio-Cortés and José C. Riquelme and Francisco Martínez-Álvarez},
url = {https://doi.org/10.1007/978-3-030-57802-2_71},
doi = {10.1007/978-3-030-57802-2_71},
year  = {2021},
date = {2021-01-01},
journal = {Advances in Intelligent Systems and Computing},
volume = {N/A},
pages = {741-750},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{10.3390/app11146410,
title = {Evolutionary 3D Image Segmentation of Curve Epithelial Tissues of Drosophila melanogaster},
author = {Carlos Capitán-Agudo and Beatriz Pontes and Pedro Gómez-Gálvez and Pablo Vicente-Munuera},
url = {https://doi.org/10.3390/app11146410},
doi = {10.3390/app11146410},
year  = {2021},
date = {2021-01-01},
journal = {Applied Sciences},
volume = {11},
pages = {6410},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma256093,
title = {Artificial intelligence techniques for improving the perception systems of autonomous vehicles},
author = {Manuel Carranza García and Jorge García Gutiérrez and José Cristóbal Riquelme Santos},
url = {https://prisma.us.es/publicacion/256093},
year  = {2021},
date = {2021-01-01},
booktitle = {XIX Conferencia de la Asociación Española para la Inteligencia Artificial. CAEPIA 20/21},
pages = {1091–1096},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma176685,
title = {Discovering three-dimensional patterns in real-time from data streams: An online triclustering approach},
author = {Laura Melgar-García and David Gutiérrez-Avilés and Cristina Rubio-Escudero and Alicia Troncoso},
url = {https://prisma.us.es/publicacion/176685},
doi = {10.1016/j.ins.2020.12.089},
year  = {2021},
date = {2021-01-01},
journal = {INFORMATION SCIENCES},
volume = {558},
pages = {174–193},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma173282,
title = {Rationale for timing of follow-up visits to assess gluten-free diet in celiac disease patients based on data mining},
author = {Alfonso Rodríguez-Herrera and Joaquín Reyes-Andrade and Cristina Rubio-Escudero},
url = {https://prisma.us.es/publicacion/173282},
doi = {10.3390/nu13020357},
year  = {2021},
date = {2021-01-01},
journal = {NUTRIENTS},
volume = {13},
number = {2},
pages = {1–8},
keywords = {},
pubstate = {published},
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@incollection{prisma198004,
title = {De la información al conocimiento biomédico a través de la ciencia de datos},
author = {Isabel Angeles Nepomuceno Chamorro and Juan Antonio Nepomuceno Chamorro},
url = {https://prisma.us.es/publicacion/198004},
year  = {2021},
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@incollection{prisma188703,
title = {Preface},
author = {Enrique Alba and Gabriel Luque and Francisco Chicano and Carlos Cotta and David Camacho and Manuel Ojeda-Aciego and Susana Montes and Alicia Troncoso and José Riquelme and Rodrigo Gil-Merino},
url = {https://prisma.us.es/publicacion/188703},
year  = {2021},
date = {2021-01-01},
urldate = {2021-01-01},
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title = {Using Prior Knowledge in the Inference of Gene Association Networks},
author = {I A Nepomuceno-Chamorro and B Vega-Márquez and J L Galván-Rojas and C Rubio-Escudero and J A Nepomuceno},
doi = {10.1007/s10489-020-01705-4},
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author = {P Lara-Benítez and M Carranza-García and J M Luna-Romera and J C Riquelme},
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author = {B Vega-Márquez and I Nepomuceno-Chamorro and N Jurado-Campos and C Rubio-Escudero},
doi = {10.3389/fchem.2019.00929},
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date = {2020-01-17},
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author = {Belén Vega and Cristina Rubio-Escudero and Isabel Nepomuceno-Chamorro},
doi = {10.1093/jigpal/jzaa059},
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date = {2020-01-01},
journal = {Logic Journal of the IGPL},
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@article{articlef,
title = {Using prior knowledge in the inference of gene association networks},
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year  = {2020},
date = {2020-01-01},
journal = {Applied Intelligence},
volume = {50},
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title = {Deep Learning Techniques to Improve the Performance of Olive Oil Classification},
author = {Belén Vega and Isabel Nepomuceno-Chamorro and Natividad Campos and Cristina Rubio-Escudero},
doi = {10.3389/fchem.2019.00929},
year  = {2020},
date = {2020-01-01},
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@article{10.3390/rs13010089,
title = {On the Performance of One-Stage and Two-Stage Object Detectors in Autonomous Vehicles Using Camera Data},
author = {Manuel Carranza-García and Jesús Torres-Mateo and Pedro Lara-Benítez and Jorge García-Gutiérrez},
url = {https://doi.org/10.3390/rs13010089},
doi = {10.3390/rs13010089},
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@article{10.1016/j.artmed.2020.101976,
title = {Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance},
author = {Laura Macías-García and María Martínez-Ballesteros and José María Luna-Romera and José M. García-Heredia and Jorge García-Gutiérrez and José C. Riquelme-Santos},
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@article{10.1016/j.bdr.2020.100135,
title = {Automated Deployment of a Spark Cluster with Machine Learning Algorithm Integration},
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volume = {19-20},
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@article{10.1089/big.2020.0051,
title = {Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model},
author = {F. Martínez-Álvarez and G. Asencio-Cortés and J. F. Torres and D. Gutiérrez-Avilés and L. Melgar-García and R. Pérez-Chacón and C. Rubio-Escudero and J. C. Riquelme and A. Troncoso},
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@article{10.1145/3341105.3374071,
title = {High-content screening images streaming analysis using the STriGen methodology},
author = {Laura Melgar-García and David Gutiérrez-Avilés and Cristina Rubio-Escudero and Alicia Troncoso},
url = {https://doi.org/10.1145/3341105.3374071},
doi = {10.1145/3341105.3374071},
year  = {2020},
date = {2020-01-01},
journal = {Proceedings of the 35th Annual ACM Symposium on Applied Computing},
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@article{10.1007/978-3-030-20055-8_9,
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@article{10.1007/978-3-030-20055-8_22,
title = {Creation of Synthetic Data with Conditional Generative Adversarial Networks},
author = {Belén Vega-Márquez and Cristina Rubio-Escudero and José C. Riquelme and Isabel Nepomuceno-Chamorro},
url = {https://doi.org/10.1007/978-3-030-20055-8_22},
doi = {10.1007/978-3-030-20055-8_22},
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date = {2020-01-01},
journal = {Advances in Intelligent Systems and Computing},
volume = {N/A},
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@article{10.1007/978-3-030-20055-8_1,
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year  = {2020},
date = {2020-01-01},
journal = {Advances in Intelligent Systems and Computing},
volume = {N/A},
pages = {3-13},
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@inproceedings{prisma86187,
title = {Implementation of an Internal Quality Assurance System at Pablo de Olavide University of Seville: Improving Computer Science Students Skills},
author = {C. Rubio-Escudero and F. Martínez-Álvarez and E. Atencia-Gil and A. Troncoso},
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@incollection{prisma281707,
title = {Implementation of an internal quality assurance system at Pablo de Olavide University of Seville: Improving computer science students skills},
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@article{A2019c,
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@article{Luna-Romera2019b,
title = {Analysis of the evolution of the Spanish labour market through unsupervised learning},
author = {J M Luna-Romera and F Núñez-Hernández and M Martínez-Ballesteros and J C Riquelme and C. Usabiaga Ibáñez},
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@article{C2019,
title = {A novel ensemble method for electric vehicle power consumption forecasting: application to the Spanish system},
author = {Gómez-Quiles C and G Asencio–Cortés and A Gastalver-Rubio and F Martínez–Álvarez and A. Troncoso and J C Riquelme and Jesús Manuel Riquelme-Santos},
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journal = {IEEE Access},
note = {JCR (2018) 4.098},
keywords = {big data, Energy, machine learning},
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@article{Rodas-Silva2019,
title = {Selection of software product line implementation components using recommender systems: An application to Wordpress},
author = {J Rodas-Silva and JA Galindo and J Garcia‐Gutierrez and D Benavides},
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date = {2019-09-02},
journal = {IEEE Access},
note = {JCR (2018) 4.099},
keywords = {Software},
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@article{AJ2019,
title = {Filter-based feature selection in the context of evolutionary neural networks in supervised machine learning},
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doi = {10.1007/s10044-019-00798-z},
year  = {2019},
date = {2019-06-05},
journal = {Pattern Analysis and Applications},
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@article{Luna-Romera2019,
title = {External Clustering Validity Index based on chi-squared statistical test},
author = {J M Luna-Romera and M Martínez-Ballesteros and J García-Gutiérrez and J C Riquelme},
doi = {10.1016/j.ins.2019.02.046},
year  = {2019},
date = {2019-02-18},
journal = {Information Sciences},
note = {JCR(2017): 4,305},
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@article{M2019,
title = {A Framework for Evaluating Land Use and Land Cover Classification Using Convolutional Neural Networks},
author = {M Carranza-García and J García-Gutiérrez and J C Riquelme},
doi = {10.3390/rs11030274},
year  = {2019},
date = {2019-01-31},
journal = {Remote Sensing},
volume = {11 (3)},
number = {274},
note = {JCR(2018): 4.118},
keywords = {machine learning},
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@article{10.1016/j.neucom.2016.08.159,
title = {On the evolutionary weighting of neighbours and features in the k-nearest neighbour rule},
author = {Daniel Mateos-García and Jorge García-Gutiérrez and José C. Riquelme-Santos},
url = {https://doi.org/10.1016/j.neucom.2016.08.159},
doi = {10.1016/j.neucom.2016.08.159},
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date = {2019-01-01},
journal = {Neurocomputing},
volume = {326-327},
pages = {54-60},
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@article{10.1007/978-3-030-20521-8_22,
title = {Random Hyper-parameter Search-Based Deep Neural Network for Power Consumption Forecasting},
author = {J. F. Torres and D. Gutiérrez-Avilés and A. Troncoso and F. Martínez-Álvarez},
url = {https://doi.org/10.1007/978-3-030-20521-8_22},
doi = {10.1007/978-3-030-20521-8_22},
year  = {2019},
date = {2019-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {259-269},
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@article{10.1111/ahg.12297,
title = {Graph coloring for extracting discriminative genes in cancer data},
author = {Mohamed A. Mahfouz and Juan A. Nepomuceno},
url = {https://doi.org/10.1111/ahg.12297},
doi = {10.1111/ahg.12297},
year  = {2019},
date = {2019-01-01},
journal = {Annals of Human Genetics},
volume = {83},
pages = {141-159},
keywords = {},
pubstate = {published},
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@article{10.1007/978-3-030-19651-6_14,
title = {Convolutional Neural Networks for Olive Oil Classification},
author = {Belén Vega-Márquez and Andrea Carminati and Natividad Jurado-Campos and Andrés Martín-Gómez and Lourdes Arce-Jiménez and Cristina Rubio-Escudero and Isabel A. Nepomuceno-Chamorro},
url = {https://doi.org/10.1007/978-3-030-19651-6_14},
doi = {10.1007/978-3-030-19651-6_14},
year  = {2019},
date = {2019-01-01},
journal = {Lecture Notes in Computer Science},
volume = {N/A},
pages = {137-145},
keywords = {},
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@article{10.1007/978-3-319-94120-2_54,
title = {Impact of Auto-evaluation Tests as Part of the Continuous Evaluation in Programming Courses},
author = {C. Rubio-Escudero and G. Asencio-Cortés and F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme},
url = {https://doi.org/10.1007/978-3-319-94120-2_54},
doi = {10.1007/978-3-319-94120-2_54},
year  = {2019},
date = {2019-01-01},
journal = {Advances in Intelligent Systems and Computing},
volume = {N/A},
pages = {553-561},
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@article{Roldan-Fernandez2018,
title = {Cross-Border Energy Exchange and Renewable Premiums: The Case of the Iberian System},
author = {Juan Manuel Roldan-Fernandez and Catalina Gómez-Quiles and Adrien Merre and Manuel Burgos-Payán and Jesús Manuel Riquelme-Santos},
doi = {10.3390/en11123277},
year  = {2018},
date = {2018-11-14},
journal = {Energies},
volume = {11},
number = {12},
pages = {3277},
note = {JCR(2017): 2.676},
keywords = {Energy},
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tppubtype = {article}
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@article{Cerero2018,
title = {SCORE: Simulator for cloud optimization of resources and energy consumption},
author = {D. Fernández Cerero and A. Fernández-Montes and A. Jakóbik and J. Kolodziej and M. Toro},
doi = {0.1016/j.simpat.2018.01.004},
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date = {2018-11-14},
journal = {Simulation Modelling Practice and Theory},
note = {JCR(2018):2,371
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keywords = {Software architecture},
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@article{Cerero2018b,
title = {Security supportive energy-aware scheduling and energy policies for cloud environments},
author = {D. Fernández Cerero and A. Jakóbik and D. Grzonka and J. Kolodziej and A.Fernández-Montes
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doi = {10.1016/j.jpdc.2018.04.015},
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date = {2018-11-14},
journal = {Journal of Parallel and Distributed Computing},
note = {JCR(2018):1,815},
keywords = {Software architecture},
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@article{Fernández2018b,
title = {Energy Policies for Data-Center Monolithic Schedulers},
author = {D. Fernández and A. Fernández-Montes and J. A. Ortega
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doi = {10.1016/j.eswa.2018.06.007},
year  = {2018},
date = {2018-11-14},
journal = {Journal of Expert Systems with Applications},
note = {JCR(2018):3,768},
keywords = {Software architecture},
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@article{Cerero2018c,
title = {Productive Efficiency of Energy-Aware Data Centers},
author = {D. Fernández Cerero and A. Fernández-Montes and Francisco Velasco},
doi = {10.3390/en11082053},
year  = {2018},
date = {2018-11-14},
note = {JCR(2018):2,676},
keywords = {Software architecture},
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@article{Cerero2018d,
title = {Simulation Modelling Practice and Theory},
author = {D. Fernández Cerero and A. Jakóbik and A. Fernández-Montes and J. Kolodziej},
doi = {https://doi.org/10.1016/j.simpat.2018.09.001},
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date = {2018-11-14},
journal = {Simulation Modelling Practice and Theory},
note = {JCR(2018):2,371
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keywords = {Software architecture},
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@article{Á.2018,
title = {Evaluation of deep neural networks for traffic sign detection systems},
author = {Arcos-García Á. and Álvarez-García J. A. and Morillo Soria L. M.
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doi = {https://doi.org/10.1016/j.neucom.2018.08.009},
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date = {2018-11-14},
journal = {Neurocomputing},
note = {JCR(2017): 3,241},
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@article{Á.2018b,
title = {Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods},
author = {Arcos-García Á. and Álvarez-García J. A. and Morillo Soria L. M.
},
doi = {https://doi.org/10.1016/j.neunet.2018.01.005},
year  = {2018},
date = {2018-11-14},
journal = {Neural Networks},
note = {JCR(2017): 7,197},
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@article{A2018,
title = {A Novel Approach to Forecast Urban Surface-Level Ozone Considering Heterogeneous Locations and Limited Information},
author = {Gómez-Losada A and G Asencio–Cortés and F Martínez–Álvarez and J C Riquelme},
doi = {10.1016/j.envsoft.2018.08.013},
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date = {2018-09-06},
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note = {JCR (2018) 4.552 13/106 Comp. Sc./Int App Q1},
keywords = {machine learning},
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@article{Nepomuceno2018,
title = {Pairwise gene GO-based measures for biclustering of high-dimensional expression data},
author = {J A Nepomuceno and A Troncoso and I A Nepomuceno-Chamorro and J S Aguilar-Ruiz},
doi = {10.1186/s13040-018-0165-9},
year  = {2018},
date = {2018-03-27},
journal = {BioData mining},
volume = {11},
number = {4},
note = {JCR(2018): 2.301},
keywords = {machine learning},
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@article{González2018,
title = {Optimal design of neighbouring offshore wind farms: A co-evolutionary approach},
author = {Javier Serrano González and Manuel Burgos Payán and Jesús Manuel Riquelme Santos},
doi = {10.1016/j.apenergy.2017.10.120},
year  = {2018},
date = {2018-01-14},
journal = {Applied Energy},
volume = {209},
pages = {140-152},
note = {JCR(2017): 7,900},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
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@inproceedings{prisma68318,
title = {SmartFD: A Real Big Data Application for Electrical Fraud Detection},
author = {D. Gutiérrez-Avilés and J. A. Fábregas and J. Tejedor and F. Martínez-Álvarez and A. Troncoso and A. Arcos and J. C. Riquelme},
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doi = {10.1007/978-3-319-92639-1_11},
year  = {2018},
date = {2018-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENT SYSTEMS (HAIS 2018)},
volume = {10870},
pages = {120–130},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@incollection{prisma155592,
title = {Detección de cáncer de piel usando técnicas de aprendizaje profundo},
author = {Alejandro Polvillo Hall and Juan Antonio Alvarez García and Cristina Rubio Escudero},
url = {https://prisma.us.es/publicacion/155592},
year  = {2018},
date = {2018-01-01},
booktitle = {XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España},
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@article{prisma171873,
title = {¿Cómo transformar la información del contador eléctrico inteligente en ahorro para el consumidor? El caso del contador eléctrico inteligente en España},
author = {Ángel {Arcos Vargas} and José María Luna Romera and Jorge García Gutiérrez and José C. Riquelme Santos},
url = {https://prisma.us.es/publicacion/171873},
doi = {10.6036/es8611},
year  = {2018},
date = {2018-01-01},
urldate = {2018-01-01},
journal = {DYNA ENERGIA Y SOSTENIBILIDAD},
volume = {7},
number = {1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma42777,
title = {An approach to validity indices for clustering techniques in Big Data},
author = {José María Luna-Romera and Jorge García-Gutiérrez and María Martínez-Ballesteros and José C. Riquelme Santos},
url = {https://prisma.us.es/publicacion/42777},
doi = {10.1007/s13748-017-0135-3},
year  = {2018},
date = {2018-01-01},
journal = {PROGRESS IN ARTIFICIAL INTELLIGENCE},
volume = {7},
number = {2},
pages = {81–94},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@incollection{prisma155593,
title = {Análisis Big Data para la respuesta a la demanda en el mercado eléctrico},
author = {José Antonio Fábregas and Jose María Luna Romera and José Cristobal Riquelme Santos and Angel Arcos Vargas and Javier Tejedor Aguilera},
url = {https://prisma.us.es/publicacion/155593},
year  = {2018},
date = {2018-01-01},
booktitle = {XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España},
pages = {777–783},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{prisma155594,
title = {Aproximación al índice externo de validación de clustering basado en chi cuadrado},
author = {Jose María Luna Romera and Jorge García Gutiérrez and María Mar Martínez Ballesteros and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/155594},
year  = {2018},
date = {2018-01-01},
booktitle = {XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España},
pages = {821–826},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{prisma155604,
title = {Competición vídeo: ¿cómo puedo saber si el resultado de un clustering es lo suficientemente bueno?},
author = {Jose María Luna Romera and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/155604},
year  = {2018},
date = {2018-01-01},
booktitle = {XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España},
pages = {1459–1460},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma225059,
title = {Reglas de asociación en datos multi-instancia mediante programación genética gramatical},
author = {Jose María Luna Romera and Óscar Reyes Pupo and María José Jesús Díaz and Sebastián Ventura Soto},
url = {https://prisma.us.es/publicacion/225059},
year  = {2018},
date = {2018-01-01},
booktitle = {18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018: advances in Artificial Intelligence. Granada, Spain, October 23–26, 2018},
pages = {815–820},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma225057,
title = {Resolución de problemas biomédicos mediante técnicas de extracción de conocimiento},
author = {Óscar Reyes Pupo and Jose María Luna Romera and José María Moyano Murillo and Eduardo Pérez and Sebastián Ventura Soto},
url = {https://prisma.us.es/publicacion/225057},
year  = {2018},
date = {2018-01-01},
booktitle = {18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018: advances in Artificial Intelligence. Granada, Spain, October 23–26, 2018},
pages = {1252–1257},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma225058,
title = {Resolviendo el problema de regresión multi-salida mediante "Gene Expression Programming"},
author = {Óscar Reyes Pupo and José María Moyano Murillo and Jose María Luna Romera and Sebastián Ventura Soto},
url = {https://prisma.us.es/publicacion/225058},
year  = {2018},
date = {2018-01-01},
booktitle = {18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018: advances in Artificial Intelligence. Granada, Spain, October 23–26, 2018},
pages = {907–912},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@misc{prisma61510,
title = {PO-0859: Project S32: decision support system for lung cancer patients},
author = {Jose Luis Lopez- and Beatriz Pontes-Balanza and Alberto Moreno-Conde and Cristina Rubio-Escudero and Isabel De Los Angeles Nepomuceno-Chamorro and Jesus Moreno and J. M. Praena-Fernández and Carlos Luis Parra-Calderón and José Cristóbal Riquelme-Santos},
url = {https://prisma.us.es/publicacion/61510},
doi = {10.1016/s0167-8140(18)31169-1},
year  = {2018},
date = {2018-01-01},
urldate = {2018-01-01},
booktitle = {RADIOTHERAPY AND ONCOLOGY},
volume = {127},
pages = {S449–S450},
note = {Tipo en PRISMA: Póster.},
keywords = {},
pubstate = {published},
tppubtype = {presentation}
}
@article{mmgahr18,
title = {MRQAR: a generic MapReduce framework to discover Quantitative Association Rules in Big Data problems},
author = {D Martín and M Martínez-Ballesteros and D García-Gil and J Alcalá-Fdez and F Herrera and J C Riquelme-Santos},
doi = {10.1016/j.knosys.2018.04.037},
year  = {2018},
date = {2018-01-01},
journal = {Knowledge-Based System},
volume = {53},
number = {1},
pages = {176-192},
note = {JCR (2016): 4.529},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{algr18,
title = {Contadores inteligentes: ahorros potenciales para el consumidor},
author = {A Arcos-Vargas and J M Luna-Romera and J García-Gutiérrez and J C Riquelme-Santos},
doi = {10.6036/8782},
year  = {2018},
date = {2018-01-01},
journal = {Dyna},
volume = {93},
number = {3},
pages = {683},
note = {JCR(2017): 0.522},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{pltm16,
title = {Big Data Analytics for Discovering Electricity Consumption Patterns in Smart Cities},
author = {R Pérez-Chacón and J M Luna-Romera and A Troncoso and F Martínez-Álvarez and J C Riquelme},
doi = {10.3390/en11030683},
year  = {2018},
date = {2018-01-01},
journal = {Energies},
volume = {11},
number = {3},
pages = {683},
note = {JCR: 2,626},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{faarm18,
title = {Novel tree-based algorithm to discover seismic patterns in earthquake catalogs},
author = {E Florido and G Asencio--Cortés and J L Aznarte and C Rubio-Escudero and F Martínez--Álvarez},
doi = {https://doi.org/10.1016/j.cageo.2018.03.005},
year  = {2018},
date = {2018-01-01},
journal = {Computers & Geosciences},
volume = {115},
pages = {96-104},
note = {JCR(2016): 2,53},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ntna18,
title = {Pairwise gene GO-based measures for biclustering of high-dimensional expression data},
author = {J Nepomuceno and A Troncoso-Lora and I A Nepomuceno-Chamorro and J Aguilar-Ruiz},
doi = {https://doi.org/10.1186/s13040-018-0165-9},
year  = {2018},
date = {2018-01-01},
journal = {Biodata Mining},
volume = {11},
number = {1},
pages = {1-4},
note = {JCR(2016): 1,57},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gggr18,
title = {TRIQ: a new method to evaluate triclusters},
author = {D Gutiérrez-Avilés and R Giráldez and F J Gil-Cumbreras and C Rubio-Escudero},
doi = {https://doi.org/10.1186/s13040-018-0177-5},
year  = {2018},
date = {2018-01-01},
journal = {BioData Mining},
volume = {2018},
pages = {11-15},
note = {JCR(2016): 1,57},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma3681,
title = {A game theoretic neighbourhood-based relevance index},
author = {Giulia Cesari and Encarnación Algaba and Stefano Moretti and Juan A. Nepomuceno},
url = {https://prisma.us.es/publicacion/3681},
doi = {10.1007/978-3-319-72150-7_3},
year  = {2018},
date = {2018-01-01},
booktitle = {Studies in Computational Intelligence},
volume = {689},
pages = {29–40},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma3682,
title = {An application of the Shapley value to the analysis of co-expression networks},
author = {Giulia Cesari and Encarnación Algaba-Durán and Stefano Moretti and Juan Antonio Nepomuceno-Chamorro},
url = {https://prisma.us.es/publicacion/3682},
doi = {10.1007/s41109-018-0095-y},
year  = {2018},
date = {2018-01-01},
journal = {Applied Network Science},
volume = {3},
number = {1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma89658,
title = {Data Science and Big Data in Energy Forecasting},
author = {Francisco Martínez-Álvarez and Alicia Troncoso and José C. Riquelme},
url = {https://prisma.us.es/publicacion/89658},
doi = {10.3390/en11113224},
year  = {2018},
date = {2018-01-01},
urldate = {2018-01-01},
booktitle = {ENERGIES},
journal = {ENERGIES},
volume = {11},
number = {11},
note = {Tipo en PRISMA: Editorial.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{González2017,
title = {Optimal wind-turbine micro-siting of offshore wind farms: A grid-like layout approach},
author = {Javier Serrano González and Ángel Luis Trigo García and Manuel Burgos Payán and Jesús Manuel Riquelme Santos and Ángel Gaspar González Rodríguez},
doi = {10.1016/j.apenergy.2017.05.071},
year  = {2017},
date = {2017-08-14},
journal = {Applied Energy},
volume = {200},
pages = {28-38},
note = {JCR(2017): 7,900},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
}
@article{J.Y.2017,
title = {Benchmarking real-time vehicle data streaming models for a Smart city},
author = {Fernandez-Rodrıguez J.Y. and Álvarez-García J.A. and Arias Fisteus J. and Rodríguez Luaces M.A. Corcoba Magaña, V. 
},
doi = {https://doi.org/10.1016/j.is.2017.09.002. },
year  = {2017},
date = {2017-08-14},
journal = {Information Systems},
note = {JCR(2016): 2,551},
keywords = {Software architecture},
pubstate = {published},
tppubtype = {article}
}
@article{Á.2017,
title = {Exploiting synergies of mobile mapping sensors and deep learning for traffic sign recognition systems},
author = {Arcos-García Á. and Soilán M. and Álvarez-García J. A. and Riveiro B.
},
doi = {https://doi.org/10.1016/j.eswa.2017.07.042},
year  = {2017},
date = {2017-08-14},
journal = {Expert Systems with Applications},
note = {JCR (2016): 3,928},
keywords = {Software architecture},
pubstate = {published},
tppubtype = {article}
}
@article{delaa.2017,
title = {Mobile activity recognition and fall detection system for elderly people using Ameva algorithm},
author = {Álvarez de la Concepción M. Á. and Morillo Soria L. M. and Álvarez-García J. A. and González-Abril, L.},
doi = {https://doi.org/10.1016/j.pmcj.2016.05.002. },
year  = {2017},
date = {2017-08-14},
journal = {Pervasive and Mobile Computing},
note = {JCR (2016): 2,974},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@article{Fernández2017,
title = {The voluntary price for the small consumer: Real-time pricing in Spain},
author = {Juan Manuel Roldán Fernández and Manuel Burgos Payán and Jesús Manuel Riquelme Santos and Ángel Luis Trigo García},
year  = {2017},
date = {2017-03-14},
journal = {Energy Policy, Elsevier},
number = {102},
pages = {41-51},
note = {JCR(2017): 4,039},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
}
@article{prisma206485,
title = {Mejora de la motivación del alumnado mediante su integración en un proceso de mejora continua},
author = {Inmaculada Concepción Hernández Salmerón and Patricia Jiménez Aguirre and Jose María Luna Romera and Fernando O. Gallego and Carlos Guillermo Müller Cejas},
url = {https://prisma.us.es/publicacion/206485},
year  = {2017},
date = {2017-01-01},
journal = {Actas de las Jornadas sobre Enseñanza Universitaria de la Informática},
number = {2},
pages = {197–204},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma56422,
title = {Applications of Computational Intelligence in Time Series},
author = {Francisco Martínez-Álvarez and Alicia Troncoso and Jorge Reyes and María Martínez-Ballesteros and José C. Riquelme},
url = {https://prisma.us.es/publicacion/56422},
doi = {10.1155/2017/9361749},
year  = {2017},
date = {2017-01-01},
urldate = {2017-01-01},
booktitle = {COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE},
journal = {COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE},
volume = {2017},
pages = {1–2},
note = {Tipo en PRISMA: Editorial.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma139064,
title = {Predicción de módulos defectuosos como un problema de optimización multiobjetivo},
author = {M. Martínez-Ballesteros and J. C. Riquelme and R. Ruiz and D. Rodríguez},
url = {https://prisma.us.es/publicacion/139064},
year  = {2017},
date = {2017-01-01},
urldate = {2017-01-01},
booktitle = {Actas de las 22nd Jornadas de Ingeniería del Software y Bases de Datos, JISBD 2017},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{fatm17,
title = {Large earthquake magnitude prediction in Chile with imbalanced classifiers and ensemble learning},
author = {G Fernández-Gómez M. J. andAsencio-Cortés and A Troncoso and F Martínez-Álvarez},
doi = {10.3390/app7060625},
year  = {2017},
date = {2017-01-01},
journal = {Applied Sciences},
volume = {7},
number = {6},
pages = {625},
note = {IF: 1.68},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ldatb17,
title = {Content-based methods in peer assessment of open-response questions to grade students as authors and as graders},
author = {O Loaces and J D í and A Alonso-Betanzos and A Troncoso and A Bahamonde},
doi = {10.1016/j.knosys.2016.06.024},
year  = {2017},
date = {2017-01-01},
journal = {Knowledge-Based Systems},
volume = {117},
pages = {79-87},
note = {JCR (2016): 4.529},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{rvrnhp17,
title = {Data mining techniques applied to hydrogen lactose breath test},
author = {C Rubio-Escudero and J Valverde-Fernandez and A Rodríguez-Herrera and I Nepomuceno-Chamorro and Y Hernández-Mendoza and B Pontes-Balanza},
doi = {10.1371/journal.pone.0170385},
year  = {2017},
date = {2017-01-01},
journal = {PLOS ONE},
volume = {12},
number = {1},
note = {IF: 3.057, Q1 11/56},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ambi17,
title = {Earthquake magnitude prediction in Hindukush region using machine learning techniques},
author = {K Asim and F Martínez-Álvarez and A Basit and T Iqbal},
doi = {10.17535/crorr.2016.0011},
year  = {2017},
date = {2017-01-01},
journal = {Natural Hazards},
volume = {85},
number = {1},
pages = {471-486},
note = {IF: 1.83},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{amakc,
title = {Influence of sintering temperature on the microstructure and mechanical properties of in situ reinforced titanium composites by inductive hot pressing.},
author = {C Arévalo and I Montealegre-Meléndez and E Ariza and Rubio-Escudero M Kitzmantel and Neubauer E C.},
doi = {10.3390/ma9110919},
year  = {2017},
date = {2017-01-01},
journal = {Materials},
volume = {9},
number = {11},
pages = {919},
note = {IF: 2.577, Q1 63/271},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mgnr17,
title = {Machine learning techniques to discover genes with Potential Prognosis Role in Alzheimer's Disease using different biological sources},
author = {M Martínez-Ballesteros and J M García-Heredia and I Nepomuceno-Chamorro and J C Riquelme},
doi = {10.1016/j.inffus.2016.11.005},
year  = {2017},
date = {2017-01-01},
journal = {Information Fusion},
volume = {36},
pages = {114-129},
note = {JCR (2015): 4.353, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ammt17,
title = {Medium-large earthquake magnitude prediction in Tokyo with artificial neural networks},
author = {G Asencio-Cortés and F Martínez-Álvarez and A Morales-Esteban and A Troncoso},
doi = {10.1007/s00521-015-2121-7},
year  = {2017},
date = {2017-01-01},
journal = {Neural Computing and Applications},
volume = {28},
number = {5},
pages = {1043-1055},
note = {IF: 2.50},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{bamk17,
title = {PSF: Introduction to R Package for Pattern Sequence Based Forecasting Algorithm},
author = {N Bokde and G Asencio-Cortés and F Martínez-Álvarez and K Kulat},
year  = {2017},
date = {2017-01-01},
journal = {R Journal, in press},
volume = {9},
number = {1},
pages = {324-333},
note = {IF: 1.075},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gsckurgb17,
title = {Quantifying biomass consumption and carbon release from the California Rim fire by integrating airborne LiDAR and Landsat OLI data},
author = {M Garcia and S Saatchi and A Casas and A Koltunov and S Ustin and C Ramirez and J Garcia‐Gutierrez and H Balzter},
doi = {10.1002/2015JG003315},
year  = {2017},
date = {2017-01-01},
journal = {Journal of Geophysical Research: Biogeoscience},
volume = {122},
pages = {318},
note = {JCR(2015): 3.318 Q1 27/184 Geoscience, Multidisciplinary},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{assm17,
title = {Temporal analysis of Croatian seismogenic zones to improve earthquake magnitude prediction},
author = {G Asencio-Cortés and S Scitovski and R Scitovski and F Martínez-Álvarez},
doi = {10.1007/s12145-017-0295-5},
year  = {2017},
date = {2017-01-01},
journal = {Earth Science Informatics, in press},
volume = {10},
number = {3},
pages = {303–320},
note = {JCR (2016): 1.495},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ammrt17,
title = {Using Principal Component Analysis to Improve Earthquake Magnitude Prediction in Japan},
author = {Asencio-Cort G é and Martínez- F Á and A Morales-Esteban and J Reyes and A Troncoso},
year  = {2017},
date = {2017-01-01},
journal = {Logic Journal of the IGPL, in press},
volume = {25},
number = {6},
pages = {949–966},
note = {IF: 0.575},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{m17c,
title = {Analysis of the Microstructure and Mechanical Properties of Titanium-Based Composites Reinforced by Secondary Phases and B4C Particles Produced via Direct Hot Pressing.},
author = {I Montealegre-Melendez and Ar é and E Ariza and E M Pérez-Soriano and C Rubio-Escudero and M Kitzmantel and E Neubauer},
doi = {doi:10.3390/ma10111240},
year  = {2017},
date = {2017-01-01},
journal = {Materials},
volume = {10},
number = {11},
pages = {1240},
note = {IF: 2.577, Q1 63/271},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@incollection{prisma225835,
title = {Application of the Weighted Nearest Neighbor Method to Power System Forecasting Problems},
author = {Antonio Gòmez-Expòsito and Alicia Troncoso and Jesùs M. Riquelme-Santos and Catalina Gòmez-Quiles and Josè L. Martìnez-Ramos and Josè C. Riquelme},
url = {https://prisma.us.es/publicacion/225835},
doi = {10.1002/9781119260295.ch3},
year  = {2017},
date = {2017-01-01},
booktitle = {ADVANCES IN ELECTRIC POWER AND ENERGY SYSTEMS: Load and Price Forecasting},
pages = {41–88},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma85835,
title = {Low dimensionality or same subsets as a result of feature selection: An in-depth roadmap},
author = {Antonio J. Tallón-Ballesteros and José C. Riquelme},
url = {https://prisma.us.es/publicacion/85835},
doi = {10.1007/978-3-319-59773-7_54},
year  = {2017},
date = {2017-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {10338 LNCS},
pages = {531–539},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma68314,
title = {Recent Advances in Energy Time Series Forecasting},
author = {Francisco Martínez-Álvarez and Alicia Troncoso and José C. Riquelme},
url = {https://prisma.us.es/publicacion/68314},
doi = {10.3390/en10060809},
year  = {2017},
date = {2017-01-01},
urldate = {2017-01-01},
booktitle = {ENERGIES},
journal = {ENERGIES},
volume = {10},
number = {6},
pages = {809–811},
note = {Tipo en PRISMA: Editorial.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma68319,
title = {Volume, variety and velocity in Data Science},
author = {Amparo Alonso-Betanzos and José A. Gámez and Francisco Herrera and José M. Puerta and José C. Riquelme},
url = {https://prisma.us.es/publicacion/68319},
doi = {10.1016/j.knosys.2016.11.005},
year  = {2017},
date = {2017-01-01},
urldate = {2017-01-01},
booktitle = {KNOWLEDGE-BASED SYSTEMS},
journal = {KNOWLEDGE-BASED SYSTEMS},
volume = {117},
pages = {1–2},
note = {Tipo en PRISMA: Editorial.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{Enríquez2016,
title = {An approach to the use of word embeddings in an opinion classification task},
author = {Fernando Enríquez and José A. Troyano and Tomás López-Solaz},
doi = {10.1016/j.eswa.2016.09.005},
year  = {2016},
date = {2016-11-01},
journal = {Expert Systems with Applications},
volume = {66},
pages = {1-6},
note = {JCR (2016): 3,928},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@article{Fernández2016,
title = {Renewable generation versus demand-side management. A comparison for the Spanish market},
author = {Juan Manuel Roldán Fernández and Manuel Burgos Payán and Jesús Manuel Riquelme Santos and Ángel Luis Trigo García},
year  = {2016},
date = {2016-09-14},
journal = {Energy Policy, Elsevier},
number = {96},
pages = {458-470},
note = {JCR(2016): 4,14},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
}
@article{Cotelo2016,
title = {Tweet categorization by combining content and structural knowledge},
author = {Juan M. Cotelo and Fermín L. Cruz and Fernando Enríquez and José Antonio Troyano Jiménez},
doi = {10.1016/j.inffus.2016.01.002},
year  = {2016},
date = {2016-09-14},
journal = {Information Fusion},
volume = {31},
pages = {54-64},
note = {JCR (2016): 5,667},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@article{Morillo2016,
title = {Discrete classification technique applied to TV advertisements liking recognition system based on low-cost eeg headsets},
author = {LM Soria Morillo and JA Álvarez-García and L Gonzalez-Abril and JA Ortega Ramírez
},
doi = {https://doi.org/10.1186/s12938-016-0181-2. },
year  = {2016},
date = {2016-09-14},
journal = {Biomedical Engineering Online},
note = {JCR (2016): 1,683},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@article{Delgado2016,
title = {Reusing UI elements with Model-Based User Interface Development},
author = {Antonio Delgado and Antonio Jose Estepa and José Antonio Troyano Jiménez and Rafael Estepa},
doi = {10.1016/j.ijhcs.2015.09.003},
year  = {2016},
date = {2016-02-14},
journal = {International Journal of Human-Computer Studies, },
volume = {86},
pages = {48-62},
note = {JCR (2016): 2,863},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma86188,
title = {TRIQ: A comprehensive evaluation measure for triclustering algorithms},
author = {David Gutiérrez-Avilés and Cristina Rubio-Escudero},
url = {https://prisma.us.es/publicacion/86188},
doi = {10.1007/978-3-319-32034-2_56},
year  = {2016},
date = {2016-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {9648},
pages = {673–684},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma42769,
title = {An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark},
author = {José María Luna-Romera and María Del Mar Martínez-Ballesteros and Jorge García-Gutiérrez and José C. Riquelme-Santos},
url = {https://prisma.us.es/publicacion/42769},
doi = {10.1007/978-3-319-44636-3_15},
year  = {2016},
date = {2016-01-01},
booktitle = {ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2016},
volume = {9868},
pages = {160–169},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma56421,
title = {A Nearest Neighbours-Based Algorithm for Big Time Series Data Forecasting},
author = {Ricardo L. Talavera-Llames and Rubén Pérez-Chacón and María Martínez-Ballesteros and Alicia Troncoso and Francisco Martínez-Álvarez},
url = {https://prisma.us.es/publicacion/56421},
doi = {10.1007/978-3-319-32034-2_15},
year  = {2016},
date = {2016-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENT SYSTEMS},
volume = {9648},
pages = {174–185},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma42785,
title = {Discovery of Genes Implied in Cancer by Genetic Algorithms and Association Rules},
author = {Alejandro Sánchez Medina and Alberto Gil Pichardo and Jose Manuel García-Heredia and María Martínez-Ballesteros},
url = {https://prisma.us.es/publicacion/42785},
doi = {10.1007/978-3-319-32034-2_58},
year  = {2016},
date = {2016-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENT SYSTEMS},
volume = {9648},
pages = {694–705},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{dftm16,
title = {A new methodology based on imbalanced classification for predicting outliers in electricity demand time series},
author = {F J Duque-Pintor and Fernández-G M J ó and A Troncoso and Martínez- F Á},
year  = {2016},
date = {2016-01-01},
journal = {Energies},
volume = {9},
number = {9},
pages = {752},
note = {IF: 2.262},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ll15,
title = {A comparison of machine learning techniques applied to Landsat TM5 spectral data for biomass estimation.},
author = {P M López-Serrano and C A López-Sánchez and Álvarez-González J G and García-Gutiérrez J},
doi = {10.1080/07038992.2016.1217485},
year  = {2016},
date = {2016-01-01},
journal = {Canadian Journal of Remote Sensing},
volume = {42},
number = {6},
pages = {690-705},
note = {JCR: 1.976 Q2 12/28 Remote Sensing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{aftm16,
title = {A novel methodology to predict urban traffic congestion with ensemble learning},
author = {G Asencio-Cortés and E Florido and A Troncoso and F Martínez-Álvarez},
doi = {10.1007/s00500-016-2288-6},
year  = {2016},
date = {2016-01-01},
journal = {Soft Computing},
volume = {20},
number = {11},
pages = {4205-4216},
note = {IF: 2.47},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma82661,
title = {A Preliminary Study of the Suitability of Deep Learning to Improve LiDAR-Derived Biomass Estimation},
author = {Jorge García-Gutiérrez and Eduardo González-Ferreiro and Daniel Mateos-García and José C. Riquelme-Santos},
url = {https://prisma.us.es/publicacion/82661},
doi = {10.1007/978-3-319-32034-2_49},
year  = {2016},
date = {2016-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENT SYSTEMS},
volume = {9648},
pages = {588–596},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{mgr16,
title = {An evolutionary voting for k-nearest neighbours},
author = {D Mateos-García and Jorge García-Gutiérrez and J C Riquelme},
doi = {10.1016/j.eswa.2015.08.017},
year  = {2016},
date = {2016-01-01},
journal = {Expert Systems with Applications},
volume = {43},
pages = {9-14},
note = {JCR(2015): 2.981 Q1 19/130 Computer Science, Artificial Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mrgg16,
title = {An immunohistochemical profile predictive of recurrence and/or mortality in patients with non-special type (NST) invasive mammary carcinoma},
author = {L Macías-García and A Robles-Frías and J García-Gutiérrez and R González-Cámpora},
doi = {-},
year  = {2016},
date = {2016-01-01},
journal = {Analytical and Quantitative Cytopathology and Histopathology},
volume = {38},
number = {3},
pages = {159-167},
note = {JCR(2015): 0.918 Q4 179/187 CELL BIOLOGY},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{rmgm16,
title = {Comparison between Utsu's and Vere-Jones' aftershocks model by means of a computer simulation based on the Acceptance-rejection Sampling of von Neumann},
author = {J Reyes and A Morales-Esteban and E González and F Martínez-Álvarez},
doi = {10.1016/j.tecto.2016.06.005},
year  = {2016},
date = {2016-01-01},
journal = {Tectonophysics},
volume = {682},
pages = {108-119},
note = {IF: 2.69},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gbgetg16,
title = {Comparison of ALS based models for estimating aboveground biomass in three types of Mediterranean forest},
author = {J Guerra-Hernández and E Bastos G{o}rgens and J Garcia-Gutierrez and L C Estraviz Rodriguez and M Tomé and E González-Ferreiro},
doi = {10.5721/EuJRS20164911},
year  = {2016},
date = {2016-01-01},
journal = {European Journal of Remote Sensing},
volume = {49},
number = {533},
pages = {185-204},
note = {JCR(2016): 1.533 Q3 20/29 Remote Sensing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{t16,
title = {Contemporary training methodologies based on evolutionary artificial neural networks with product and sigmoid neurons for classification},
author = {A J Tallón-Ballesteros},
doi = {10.3233/AIC-150681},
year  = {2016},
date = {2016-01-01},
journal = {AI Communications},
volume = {29},
number = {3},
pages = {469-471},
note = {JCR (2015): 0.364},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mrgg16b,
title = {FOXA1 expression is a prognostic factor of invasive breast carcinoma that argues against the use of adjuvant chemotherapy in ER-positive/lymph-node-negative patients},
author = {L Macías-García and A Robles-Frías and J García-Gutiérrez and R González-Cámpora},
doi = {-},
year  = {2016},
date = {2016-01-01},
journal = {Analytical and Quantitative Cytopathology and Histopathology},
volume = {38},
number = {4},
pages = {205-211},
note = {JCR(2015): 0.918 Q4 179/187 CELL BIOLOGY},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mmtr16,
title = {Improving a multi-objective evolutionary algorithm to discover quantitative association rules},
author = {M Martínez-Ballesteros and F Martínez-Álvarez and A Troncoso and J C Riquelme},
doi = {10.1007/s10115-015-0911-y},
year  = {2016},
date = {2016-01-01},
journal = {Knowledge and Information Systems},
volume = {49},
number = {2},
pages = {481-509},
note = {JCR (2016): 2.004},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{g16d,
title = {Improving models for environmental applications of LiDAR: novel approaches based on soft computing},
author = {J Garcia-Gutierrez},
doi = {10.3233/AIC-140643},
year  = {2016},
date = {2016-01-01},
journal = {AI Communications},
volume = {29},
number = {1},
pages = {213-214},
note = {JCR (2015): 0.364 Q4 126/130 Computer Science, Artificial Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{dhtms16,
title = {Massive Missing Data Reconstruction in Ocean Buoys with Evolutionary Product Unit Neural Networks},
author = {A M Durán-Rosal and C Hervás-Martínez and A J Tallón-Ballesteros and A C Martínez-Estudillo and S Salcedo-Sanz},
doi = {10.1016/j.oceaneng.2016.03.053},
year  = {2016},
date = {2016-01-01},
journal = {Ocean Engineering},
volume = {117},
pages = {292-301},
note = {JCR (2015): 1.488, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{trr16,
title = {Merging subsets of attributes to improve a hybrid consistency-based filter: a case of study in product unit neural networks},
author = {A J Tallón-Ballesteros and J C Riquelme and R Ruiz},
doi = {10.1080/09540091.2016.1149146},
year  = {2016},
date = {2016-01-01},
journal = {Connection Science},
volume = {28},
number = {3},
pages = {242-257},
note = {JCR (2016): 0.867, Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{n16,
title = {Model tree to improve the inference of gene association networks},
author = {I A Nepomuceno-Chamorro},
doi = {10.3233/AIC-160700},
year  = {2016},
date = {2016-01-01},
journal = {AI Communications},
volume = {29},
number = {4},
pages = {547-549},
note = {JCR (2015): 0.364 Q4 126/134 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mtmr16,
title = {Obtaining optimal quality measures for quantitative association rules},
author = {M Martínez-Ballesteros and A Troncoso and F Martínez-Álvarez and J C Riquelme},
doi = {10.1016/j.neucom.2014.10.100},
year  = {2016},
date = {2016-01-01},
journal = {Neurocomputing},
volume = {176},
pages = {36-47},
note = {JCR (2016): 3.317, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mgr16b,
title = {On the evolutionary weighting of neighbours and features in the k-Nearest Neighbours rule},
author = {D Mateos-García and Jorge García-Gutiérrez and J C Riquelme},
year  = {2016},
date = {2016-01-01},
journal = {Neurocomputing},
volume = {326–327},
number = {31},
pages = {54-60},
note = {JCR (2016): 3.317, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mapnrk16,
title = {Analysis of the influence of starting materials and processing conditions on the properties of W/Cu alloys},
author = {I Montealegre-Meléndez and C Arévalo and E M Perez-Soriano and E Neubauer and C Rubio-Escudero and M Kitzmantel},
doi = {10.3390/ma10020142},
year  = {2016},
date = {2016-01-01},
journal = {Materials},
volume = {10},
number = {2},
pages = {142},
note = {IF: 2.577, Q1 63/271},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma61507,
title = {Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure},
author = {Juan A. Nepomuceno and Alicia Troncoso and Isabel A. Nepomuceno-Chamorro and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/61507},
doi = {10.1007/978-3-319-32034-2_57},
year  = {2016},
date = {2016-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENT SYSTEMS},
volume = {9648},
pages = {685–693},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{l16,
title = {A Study of the Suitability of Autoencoders for Preprocessing Data in Breast Cancer Experimentation},
author = {J M Luna-Romera and L Macías-García and J García-Gutiérrez and M Martínez-Ballesteros and J C Riquelme and R González-Cámpora},
doi = {10.1016/j.jbi.2017.06.020},
year  = {2016},
date = {2016-01-01},
journal = {Journal of Biomedical Informatics},
volume = {72},
number = {C},
pages = {33-44},
note = {JCR (2016): 2.753},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma85821,
title = {Accuracy Increase on Evolving Product Unit Neural Networks via Feature Subset Selection},
author = {Antonio J. Tallón-Ballesteros and José C. Riquelme and Roberto Ruiz},
url = {https://prisma.us.es/publicacion/85821},
doi = {10.1007/978-3-319-32034-2_12},
year  = {2016},
date = {2016-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENT SYSTEMS},
volume = {9648},
pages = {136–148},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{Franco-Salvador2015,
title = {Cross-domain polarity classification using a knowledge-enhanced meta-classifier},
author = {Marc Franco-Salvador and Fermín L. Cruz and José A. Troyano and Paolo Rosso },
doi = {10.1016/j.knosys.2015.05.020},
year  = {2015},
date = {2015-09-14},
journal = {Knowledge-based Systems},
volume = {86},
pages = {46-56},
note = { JCR (2015): 3,325},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@article{González2015,
title = {Maximizing the overall production of wind farms by setting the individual operating point of wind turbines},
author = {Javier Serrano González and Manuel Burgos Payán and Jesús Manuel Riquelme Santos and Ángel Gaspar González Rodríguez},
year  = {2015},
date = {2015-08-14},
journal = {Renewable Energy, Elsevier, },
number = {80},
pages = {219-229},
note = {JCR(2015): 3,404},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
}
@article{Cotelo2015,
title = {A modular approach for lexical normalization applied to Spanish tweets},
author = {Juan M. Cotelo and Fermín L. Cruz and José Antonio Troyano Jiménez and F. Javier Ortega},
doi = {10.1016/j.eswa.2015.02.003},
year  = {2015},
date = {2015-06-14},
journal = {Expert Systems with Applications},
volume = {42},
number = {10},
pages = {4743-4754},
note = {JCR (2015): 2,981},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@article{grfabcipm,
title = {Ethnic difference in risk of toxicity in prostate cancer patients treated with dynamic arc radiation therapy},
author = {Matute l. Guerra J. L. and Puebla R. and Sánchez-Reyes F. and Pontes A. and Rubio-Escudero B. and Nepomuceno C. and Acevedo I. and C Praena-Fernandez and J M. and del Campo, E.R. and Ortiz, M.J. and Azinovic, I. },
doi = {10.5301/tj.5000346},
year  = {2015},
date = {2015-05-25},
journal = {Tumori Journal},
volume = {104},
number = {4},
pages = {461-4688},
note = {IF: 1.071, Q/213},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{Gaspar2015,
title = {Reducing computational effort in the calculation of annual energy produced in wind farms},
author = {Ángel Gaspar and Manuel Burgos Payán and Jesús Manuel Riquelme Santos and Javier Serrano González},
doi = {10.1016/j.rser.2014.11.024},
year  = {2015},
date = {2015-03-14},
journal = {Renewable and Sustainable Energy Reviews, Elsevier, },
volume = {43},
pages = {656-665},
note = {JCR (2015): 6,798},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
}
@article{A.2015,
title = {Energy wasting at internet data centers due to fear},
author = {Fernández-Montes A. and Fernández-Cerero D. and González-Abril L. and Álvarez-García J. A. and Ortega J. A.},
doi = {https://doi.org/10.1016/j.patrec.2015.06.018. },
year  = {2015},
date = {2015-03-14},
journal = {Pattern Recognition Letters},
note = {JCR (2014): 1,586},
keywords = {Software architecture},
pubstate = {published},
tppubtype = {article}
}
@article{Carmona-Delgado2015,
title = {Probabilistic load flow with versatile non-Gaussian power injections},
author = {Cristina Carmona-Delgado and Esther Romero-Ramos and Jesús Manuel Riquelme Santos},
doi = {10.1016/j.epsr.2014.10.006},
year  = {2015},
date = {2015-02-14},
journal = {Electric Power Systems Research},
volume = {119},
pages = {266-277},
note = {JCR (2015): 1,809},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
}
@article{Gjoreski2015,
title = {Competitive Live Evaluations of Activity-Recognition Systems},
author = {H Gjoreski and S Kozina and M Gams and M Lustrek and JA Álvarez-García and JH Hong and Julian Ramos and Anind K Dey, Maurizio Bocca and Neal Patwari},
doi = {10.1109/MPRV.2015.3. },
year  = {2015},
date = {2015-01-14},
journal = {Pervasive Computing, IEEE},
note = {JCR (2014): 1,836},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma85823,
title = {Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach},
author = {Antonio J. Tallón-Ballesteros and José C. Riquelme},
url = {https://prisma.us.es/publicacion/85823},
doi = {10.1007/978-3-319-18833-1_39},
year  = {2015},
date = {2015-01-01},
booktitle = {BIOINSPIRED COMPUTATION IN ARTIFICIAL SYSTEMS, PT II},
volume = {9108},
pages = {369–378},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{fmmra15,
title = {Detecting precursory patterns to enhance earthquake prediction in Chile},
author = {E Florido and F Martínez-Álvarez and A Morales-Esteban and J Reyes and J L Aznarte},
doi = {10.1016/j.cageo.2014.12.002},
year  = {2015},
date = {2015-01-01},
journal = {Computers and Geosciences},
volume = {76},
pages = {112-120},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gmtr15,
title = {A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables},
author = {J Garcia-Gutierrez and F Martinez-Alvarez and A Troncoso and J C Riquelme},
doi = {10.1016/j.neucom.2014.09.091},
year  = {2015},
date = {2015-01-01},
journal = {Neurocomputing.},
volume = {167},
pages = {24-31},
note = {JCR(2015): Q1 31/130 Computer Science, Artificial Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ldatb15,
title = {A factorization approach to evaluate open-response assignments in MOOCs using preference learning on peer assessments},
author = {O Loaces and J Díez and A Alonso-Betanzos and A Troncoso and A Bahamonde},
doi = {10.1016/j.knosys.2015.05.019},
year  = {2015},
date = {2015-01-01},
journal = {Knowledge-Based Systems},
volume = {85},
pages = {322-328},
note = {JCR (2015)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{taj15,
title = {A multi-scale smoothing kernel for measuring time-series similarity},
author = {A Troncoso and M Arias and Riquelme Jc.},
doi = {10.1016/j.neucom.2014.08.099},
year  = {2015},
date = {2015-01-01},
journal = {Neurocomputing},
volume = {167},
pages = {8-17},
note = {JCR(2015): Q1 31/130 Computer Science, Artificial Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ta15,
title = {A new multiple classifier system for the prediction of protein's contacts map},
author = {C E Santiesteban Toca and J S Aguilar-Ruiz},
year  = {2015},
date = {2015-01-01},
journal = {Inf. Process Lett.},
volume = {115},
number = {12},
pages = {983-990},
note = {JCR (2015): 0.605},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mgmrar15,
title = {A novel method for seismogenic zoning based on triclustering. Application to the Iberian Peninsula},
author = {F Martínez-Álvarez and D Gutiérrez-Avilés and A Morales-Esteban and J Reyes and J L Amaro-Mellado and C Rubio-Escudero},
doi = {10.3390/e17075000},
year  = {2015},
date = {2015-01-01},
journal = {Entropy},
volume = {17},
number = {7},
pages = {5000-5021},
note = {IF: 1.743 Q2 25/79},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mtar15,
title = {A Survey on Data Mining Techniques Applied to Electricity-Related Time Series Forecasting},
author = {F Martínez-Álvarez and A Troncoso and Asencio-Cort G é and J C Riquelme},
doi = {10.3390/en81112361},
year  = {2015},
date = {2015-01-01},
journal = {Energies},
volume = {8},
number = {11},
pages = {13162-13193},
note = {IF 2.077, 72/231 Energy Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{ggmr15,
title = {An Evolutionary Majority Voting to Improve Support Vector Machines' Classification of LIDAR and Imagery Data Fusion},
author = {J Garcia-Gutierrez and M Garcia and D Mateos-Garcia and J C Riquelme},
doi = {10.1016/j.neucom.2014.08.086},
year  = {2015},
date = {2015-01-01},
journal = {Neurocomputing},
volume = {163},
pages = {17-24},
note = {JCR(2015): Q1 31/130 Computer Science, Artificial Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{pgj15,
title = {Biclustering on Expression Data: A Review},
author = {B Pontes and R Giráldez and Aguilar-Ruiz Js.},
doi = {10.1016/j.jbi.2015.06.028},
year  = {2015},
date = {2015-01-01},
journal = {Journal of Biomedical Informatics},
volume = {75},
pages = {163-180},
note = {IF Q1 20/104},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{nma15,
title = {Building transcriptional association networks in Cytoscape with RegNetC},
author = {I A Nepomuceno-Chamorro and A E Márquez and J S Aguilar Ruiz},
doi = {10.1109/TCBB.2014.2385702},
year  = {2015},
date = {2015-01-01},
journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},
volume = {12},
number = {4},
pages = {823-4},
note = {IF: 1.609 Q1 26/123 STATISTICS & PROBABILITY, Q2 32/101 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma243411,
title = {MOPNAR-BigData: un diseño MapReduce para la extracción de reglas de asociación cuantitativas en problemas de big data},
author = {D. Martín and María del Mar Martínez Ballesteros and S. Río and J. Alcalá Fernández and José Cristóbal Riquelme Santos and F. Herrrera},
url = {https://prisma.us.es/publicacion/243411},
year  = {2015},
date = {2015-01-01},
booktitle = {XVI Conferencia Congreso de la Asociación Española de Inteligencia Artificial (CAEPIA) (2015), pp. 979-989.},
pages = {979–989},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{mbtr15,
title = {Enhancing the scalability of evolutionary algorithms to discover quantitative association rules in large-scale datasets},
author = {M Martínez-Ballesteros and J Bacardit and A Troncoso and J C Riquelme},
doi = {10.3233/ICA-140479},
year  = {2015},
date = {2015-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {22},
number = {1},
pages = {21-39},
note = {JCR (2015): 4.981, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ntna15,
title = {Integrating biological knowledge based on functional annotations for biclustering of gene expression data},
author = {J A Nepomuceno and A Troncoso-Lora and I A Nepomuceno-Chamorro and J Aguilar-Ruiz},
doi = {10.1016/j.cmpb.2015.02.010},
year  = {2015},
date = {2015-01-01},
journal = {Computer Methods and Programs in Biomedicine},
volume = {119},
number = {3},
pages = {163-180},
note = {JCR (2015): 1.862 Q1 16/105 Computer Science, Theory and Methods},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{tscrp15,
title = {Local models-based regression trees for very short-term wind speed prediction},
author = {A Troncoso and S Salcedo-Sanz and C Casanova-Mateo and J C Riquelme and L Prieto},
doi = {10.1016/j.renene.2015.03.071},
year  = {2015},
date = {2015-01-01},
journal = {Renewable Energy},
volume = {81},
pages = {589-598},
note = {IF , 24/81 Energy Q2, 10/29 Green Sc&Tech Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gr15,
title = {MSL: A Measure to Evaluate Three-dimensional Patterns in Gene Expression Data},
author = {D Gutiérrez-Avilés and C Rubio-Escudero},
doi = {10.4137/EBO.S25822},
year  = {2015},
date = {2015-01-01},
journal = {Evol Bioinform},
volume = {11},
number = {404},
pages = {121-135},
note = {IF: , Q3 30/56},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{pgj15b,
title = {Quality Measures for Gene Expression Biclusters},
author = {B Pontes and R Giráldez and Aguilar-Ruiz Js.},
doi = {10.1371/journal.pone.0115497},
year  = {2015},
date = {2015-01-01},
journal = {PLOS ONE},
volume = {2},
number = {3},
pages = {1-24},
note = {IF 3.057 Q1 11/63},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{nta15,
title = {Scatter search-based identification of local patterns with positive and negative correlations in gene expression data},
author = {J A Nepomuceno and A Troncoso-Lora and J Aguilar-Ruiz},
doi = {10.1016/j.asoc.2015.06.019},
year  = {2015},
date = {2015-01-01},
journal = {Applied Soft Computing},
volume = {35},
pages = {635-651},
note = {JCR(2015): Q1 16/104 Computer Science, Interdisciplinary Applications},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{cc15,
title = {Soft computing methods for the prediction of protein tertiary structures: A survey},
author = {Alfonso E Márquez Chamorro and G Asencio Cortés and C E Santiesteban Toca and J S Aguilar-Ruiz},
doi = {10.1016/j.asoc.2015.06.024},
year  = {2015},
date = {2015-01-01},
journal = {Appl. Soft Comput.},
volume = {35},
pages = {398-410},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ajrndm15,
title = {Stability analysis of a slope subject to real accelerograms by finite elements. Application to San Pedro cliff at the Alhambra in Granada},
author = {Morales-Esteban A. and J L de Justo and J Reyes and Aza{ J M n} ó and J M Durand and Martínez- F Á},
doi = {10.1016/j.soildyn.2014.10.023},
year  = {2015},
date = {2015-01-01},
journal = {Soil Dynamics and Earthquake Engineering},
volume = {69},
pages = {28-45},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma42767,
title = {An evolutionary-weighted majority voting and support vector machines applied to contextual classification of LiDAR and imagery data fusion},
author = {Jorge García-Gutiérrez and Daniel Mateos-García and Mariano Garcia and José C. Riquelme-Santos},
url = {https://prisma.us.es/publicacion/42767},
doi = {10.1016/j.neucom.2014.08.086},
year  = {2015},
date = {2015-01-01},
journal = {NEUROCOMPUTING},
volume = {163},
pages = {17–24},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{González-Longatt2014,
title = {Wind-resource atlas of Venezuela based on on-site anemometry observation},
author = {Francisco González-Longatt and Javier Serrano González and Manuel Burgos Payán and Jesús Manuel Riquelme Santos},
doi = {10.1016/j.rser.2014.07.172},
year  = {2014},
date = {2014-11-14},
journal = {Renewable and Sustainable Energy Reviews, Elsevier},
volume = {39},
pages = {898-911},
note = {JCR (2014): 5,901},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
}
@article{Fernández-Montes2014,
title = {Software reference architecture for smart environments: Perception},
author = {A. Fernández-Montes and J. A. Ortega and J.I. Sánchez-Venzalá and L. González-Abril},
doi = {https://doi.org/10.1016/j.csi.2014.02.004},
year  = {2014},
date = {2014-11-14},
journal = {Computer Standards & Interfaces },
volume = {36},
number = {6},
pages = {928-940},
note = {JCR(2014):1,177},
keywords = {Software architecture},
pubstate = {published},
tppubtype = {article}
}
@article{Cruz2014,
title = {Building layered, multilingual sentiment lexicons at synset and lemma levels},
author = {Fermín L. Cruz and José A. Troyano and Beatriz Pontes and F. Javier Ortega },
doi = {10.1016/j.eswa.2014.04.005},
year  = {2014},
date = {2014-10-14},
journal = {Expert Systems with Applications},
volume = {41},
number = {13},
pages = {5984-5994},
note = {JCR (2014): 2,240},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@article{Fernázndez-Montes2014,
title = {Energy wasting at Internet Data centers due to Fear},
author = {A. Fernández-Montes and D. Fernández and L. González-Abril and J. A. Ortega and J. A. Álvarez
},
doi = {https://doi.org/10.1016/j.patrec.2015.06.018},
year  = {2014},
date = {2014-06-18},
journal = {Pattern Recognition Letters},
volume = {66},
pages = {59-65},
note = {JCR(2015):1,58},
keywords = {Software architecture},
pubstate = {published},
tppubtype = {article}
}
@article{González2014,
title = {A review and recent developments in the optimal wind-turbine micro-siting problem},
author = {Javier Serrano González and Manuel Burgos Payán and Jesús Manuel Riquelme Santos and Francisco González-Longatt},
doi = {10.1016/j.rser.2013.09.027},
year  = {2014},
date = {2014-02-14},
journal = {Renewable and Sustainable Energy Reviews, Elsevier},
volume = {30},
pages = {133-144},
note = {JCR (2014): 5,901},
keywords = {Energy},
pubstate = {published},
tppubtype = {article}
}
@article{Cotelo2014,
title = {Dynamic topic-related tweet retrieval},
author = {Juan M. Cotelo and Fermín L. Cruz and José A. Troyano},
doi = {10.1002/asi.22991},
year  = {2014},
date = {2014-01-14},
journal = {Journal of the Association for Information Science and Technology },
volume = {65},
number = {3},
pages = {513-523},
note = {JCR (2014): 1,864},
keywords = {machine learning},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma82671,
title = {A comparative study of machine learning regression methods on LiDAR data: A case study},
author = {Jorge Garcia-Gutierrez and Francisco Martínez-Álvarez and Alicia Troncoso and Jose C. Riquelme},
url = {https://prisma.us.es/publicacion/82671},
doi = {10.1007/978-3-319-01854-6_26},
year  = {2014},
date = {2014-01-01},
booktitle = {Advances in Intelligent Systems and Computing},
volume = {239},
pages = {249–258},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma172620,
title = {Aplicación multiplataforma para ofrecer materiales didácticos audiovisuales con protección frente a copia y accesos no autorizados},
author = {Gualberto Asencio Cortés and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/172620},
year  = {2014},
date = {2014-01-01},
booktitle = {I Seminario Iberoamericano de Innovación Docente de la Universidad Pablo de Olavide.},
pages = {10–0},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma85825,
title = {Data Mining Methods Applied to a Digital Forensics Task for Supervised Machine Learning},
author = {Antonio J. Tallón-Ballesteros and José C. Riquelme},
url = {https://prisma.us.es/publicacion/85825},
doi = {10.1007/978-3-319-05885-6_17},
year  = {2014},
date = {2014-01-01},
journal = {COMPUTATIONAL INTELLIGENCE IN DIGITAL FORENSICS: FORENSIC INVESTIGATION AND APPLICATIONS},
volume = {555},
pages = {413–428},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma85824,
title = {Deleting or Keeping Outliers for Classifier Training?},
author = {AJ Tallon-Ballesteros and JC Riquelme},
url = {https://prisma.us.es/publicacion/85824},
doi = {10.1109/NaBIC.2014.6921892},
year  = {2014},
date = {2014-01-01},
booktitle = {2014 SIXTH WORLD CONGRESS ON NATURE AND BIOLOGICALLY INSPIRED COMPUTING (NABIC)},
pages = {281–286},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma142571,
title = {Preliminary comparison of techniques for dealing with imbalance in software defect prediction},
author = {Daniel Rodriguez and Israel Herraiz and Rachel Harrison and Javier Dolado and José C. Riquelme},
url = {https://prisma.us.es/publicacion/142571},
doi = {10.1145/2601248.2601294},
year  = {2014},
date = {2014-01-01},
booktitle = {ACM International Conference Proceeding Series},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma85826,
title = {Tackling ant colony optimization meta-heuristic as search method in feature subset selection based on correlation or consistency measures},
author = {Antonio Javier Tallón Ballesteros and José Cristóbal Riquelme Santos},
url = {https://prisma.us.es/publicacion/85826},
doi = {10.1007/978-3-319-10840-7_47},
year  = {2014},
date = {2014-01-01},
booktitle = {INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2014},
volume = {8669},
pages = {386–393},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma142575,
title = {LSL: A new measure to evaluate triclusters},
author = {David Gutiérrez-Avilés and Cristina Rubio-Escudero},
url = {https://prisma.us.es/publicacion/142575},
doi = {10.1109/BIBM.2014.6999244},
year  = {2014},
date = {2014-01-01},
booktitle = {Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014},
pages = {30–37},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{mmss14,
title = {A fast partitioning algorithm using adaptive Mahalanobis clustering with application to seismic zoning},
author = {A Morales-Esteban and S Martínez-Álvarez F. and Scitovski and R Scitovski},
doi = {10.1016/j.cageo.2014.09.003},
year  = {2014},
date = {2014-01-01},
journal = {Computers and Geosciences},
volume = {73},
pages = {132-141},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ta14,
title = {A similarity-based approach for data stream classification},
author = {Dayrelis Mena Torres and Jes 'u},
doi = {10.1016/j.eswa.2013.12.041},
year  = {2014},
date = {2014-01-01},
journal = {Expert Syst. Appl.},
volume = {41},
number = {9},
pages = {4224-4234},
note = {JCR (2014): 2.240},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{cpo14,
title = {Building Layered, Multilingual Sentiment Lexicons at Synset and Lemma Levels},
author = {Fermín L. Cruz and José A. Troyano and Beatriz Pontes and F. Javier Ortega},
doi = {10.1016/j.eswa.2014.04.005},
year  = {2014},
date = {2014-01-01},
journal = {Expert Systems With Applications},
volume = {41},
number = {13},
pages = {5984-5994},
note = {IF 2.240 Q1 29/123},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{jgmprnppga14,
title = {Data mining tools for predicting the risk of toxicity in prostate cancer patients treated with radiation therapy},
author = {R Jose and J L Lopez Guerra and R Matute and B Pontes and C Rubio and I Nepomuceno and F Puebla and J M Praena-Fernandez and M J Ortiz Gordillo and I Azinovic},
doi = {10.1016/S0167-8140(15)30841-0},
year  = {2014},
date = {2014-01-01},
journal = {Radiotherapy Oncology},
volume = {111},
number = {1},
pages = {S30},
note = {IF: 4.317, Q1 11/125},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mnr14,
title = {Discovering gene association networks by multi-objective evolutionary quantitative association rules},
author = {M Martínez-Ballesteros and I A Nepomuceno-Chamorro and J C Riquelme},
doi = {10.1016/J.JCSS.2013.03.010},
year  = {2014},
date = {2014-01-01},
journal = {Journal of Computer and Systems Sciences},
volume = {89},
number = {1},
pages = {118-136},
note = {JCR (2014): , Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{m14,
title = {Discovering quantitative association rules: A novel approach based on evolutionary algorithms},
author = {M Martínez-Ballesteros},
doi = {10.3233/AIC-130590},
year  = {2014},
date = {2014-01-01},
journal = {AI Communications},
volume = {27},
number = {2},
pages = {153-165},
note = {JCR (2014): 0.547, Q4},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{p14,
title = {Evolutionary Biclustering of Gene Expression Data: Shifting and Scaling Pattern-based Evaluation},
author = {B Pontes},
doi = {10.3233/AIC-140598},
year  = {2014},
date = {2014-01-01},
journal = {AI Communications},
volume = {27},
number = {3},
pages = {288-290},
note = {IF 0.547 Q4 111/123},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ccda14,
title = {Evolutionary decision rules for predicting protein contact maps},
author = {A E Márquez Chamorro and Asencio Cort é and Divina F. and J S Aguilar-Ruiz},
year  = {2014},
date = {2014-01-01},
journal = {Pattern Anal. Appl.},
volume = {17},
number = {4},
pages = {725-737},
note = {JCR (2014): 0.646},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ggmdrn14,
title = {Evolutionary feature selection to estimate forest stand variables using LiDAR},
author = {J García-Gutiérrez and E González-Ferreiro and D Miranda and U Dieguez and J C Riquelme Santos and R M Navarro-Cerrillo},
doi = {10.1016/j.jag.2013.06.005},
year  = {2014},
date = {2014-01-01},
journal = {International Journal of Applied Earth Observation and Geoinformation.},
volume = {26},
number = {2},
pages = {119-131},
note = {JCR(2014): 2.6 Q1 3/28 Remote Sensing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gr14,
title = {Mining 3D patterns from gene expression temporal data: a new tricluster evaluation measure},
author = {D Gutiérrez-Avilés and C Rubio-Escudero},
doi = {10.1155/2014/624371},
year  = {2014},
date = {2014-01-01},
journal = {The Scientific World Journal},
volume = {1},
pages = {453},
note = {IF: Q1 13/59},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mmtj14,
title = {Selecting the best measures to discover quantitative association rules},
author = {M Martínez-Ballesteros and F Martínez-Álvarez and A Troncoso and Riquelme Jc.},
doi = {10.1016/j.neucom.2013.01.056},
year  = {2014},
date = {2014-01-01},
journal = {Neurocomputing},
volume = {126},
pages = {3-14},
note = {JCR (2014): 2.083, Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{rnnjgi,
title = {Transcriptional response to cardiac injury in the zebrafish: systematic identification of genes with highly concordant activity across in vivo models.},
author = {S Rodius and P V Nazarov and I A Nepomuceno-Chamorro and C Jeanty and J M González-Rosa and M Ibberson and Benites Costa da R.M. and Xenarios I. and Mercader N. and Azuaje F.},
doi = {10.1186/1471-2164-15-852},
year  = {2014},
date = {2014-01-01},
journal = {BMC Genomics},
volume = {15},
number = {896},
pages = {852-867},
note = {IF: 26/163 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{grmr14,
title = {TriGen: A genetic algorithm to mine triclusters in temporal gene expression data},
author = {D Gutiérrez-Avilés and C Rubio-Escudero and Martínez- F Á and J C Riquelme},
doi = {10.1016/j.neucom.2013.03.061},
year  = {2014},
date = {2014-01-01},
journal = {Neurocomputing},
volume = {132},
pages = {42-53},
note = {IF: 2.083 Q/123},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma82670,
title = {Improving the k-nearest neighbour rule by an evolutionary voting approach},
author = {Jorge García-Gutiérrez and Daniel Mateos-García and José C. Riquelme-Santos},
url = {https://prisma.us.es/publicacion/82670},
doi = {10.1007/978-3-319-07617-1_27},
year  = {2014},
date = {2014-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, HAIS 2014},
volume = {8480 LNAI},
pages = {296–305},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma102739,
title = {ML-SentiCon: un lexicón multilingüe de polaridades semánticas a nivel de lemas},
author = {Fermín Cruz Mata and José Antonio Troyano Jiménez and Beatriz Pontes Balanza and F. Javier Ortega},
url = {https://prisma.us.es/publicacion/102739},
year  = {2014},
date = {2014-01-01},
journal = {PROCESAMIENTO DEL LENGUAJE NATURAL},
number = {53},
pages = {113–120},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma81685,
title = {ML-SentiCon: A multilingual, lemma-level sentiment lexicon},
author = {Fermín L. Cruz and José A. Troyano and Beatriz Pontes and F. Javier Ortega},
url = {https://prisma.us.es/publicacion/81685},
year  = {2014},
date = {2014-01-01},
journal = {PROCESAMIENTO DEL LENGUAJE NATURAL},
volume = {53},
number = {53},
pages = {113–120},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma85827,
title = {A Kernel for Time Series Classification: Application to Atmospheric Pollutants},
author = {M Arias and A Troncoso and JC Riquelme},
url = {https://prisma.us.es/publicacion/85827},
doi = {10.1007/978-3-642-32922-7_43},
year  = {2013},
date = {2013-01-01},
booktitle = {SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS},
volume = {188},
pages = {417–426},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{rrrh13,
title = {A Study of Subgroup Discovery Approaches for Defect Prediction},
author = {D Rodriguez and R Ruiz and J C Riquelme and R Harrison},
doi = {10.1016/j.infsof.2013.05.002},
year  = {2013},
date = {2013-01-01},
journal = {Information and Software Technology},
volume = {55},
number = {10},
pages = {1810-1822},
note = {IF 1.328, 31/105 Soft Eng Q2, 51/135 Inf Sys Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{pgj13,
title = {Configurable Pattern-based Evolutionary Biclustering of Gene Expression Data},
author = {B Pontes and R Giráldez and Aguilar-Ruiz Js.},
doi = {10.1186/1748-7188-8-4},
year  = {2013},
date = {2013-01-01},
journal = {Algorithms for Molecular Biology},
volume = {8},
number = {1},
pages = {4-26},
note = {IF 1.857 Q2 19/52},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mmr13,
title = {Determining the best set of seismicity indicators to predict earthquakes. Two case studies: Chile and the Iberian Peninsula},
author = {Reyes J Martínez-Álvarez and A Morales-Esteban and C Rubio-Escudero},
doi = {10.1016/j.knosys.2013.06.011},
year  = {2013},
date = {2013-01-01},
journal = {Knowledge-Based Systems},
volume = {50},
pages = {198-210},
note = {IF: 3.058 Q/121},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mmr13b,
title = {Earthquake prediction in seismogenic areas of the Iberian Peninsula based on computational intelligence},
author = {A Morales-Esteban and F Martínez-Álvarez and J Reyes},
year  = {2013},
date = {2013-01-01},
journal = {Tectonophysics},
volume = {593},
pages = {121-134},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{thrr13,
title = {Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems},
author = {A J Tallón-Ballesteros and C Hervás-Martínez and J C Riquelme and R Ruiz},
doi = {10.1016/j.neucom.2012.08.041},
year  = {2013},
date = {2013-01-01},
journal = {Neurocomputing},
volume = {114},
number = {19},
pages = {107-117},
note = {JCR (2013): 2.005, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{sler13,
title = {Finding Improved Local Minima of Power System Optimization Problems by Interior-Point Methods},
author = {Jes 'u and Alicia Troncoso Lora and Antonio Gómez Exp ó and José Mart L í},
year  = {2013},
date = {2013-01-01},
journal = {IEEE Transactions on Power Systems},
volume = {18},
number = {3},
pages = {238-244},
note = {IF: 3.530},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gbbgd13,
title = {Modelling stand biomass fractions in Galician Eucalyptus globulus plantations by use of different LiDAR pulse densities},
author = {Miranda D González-Ferreiro and L Barreiro-Fernandez and S Bujan and J Garcia-Gutierrez and U Dieguez-Aranda},
doi = {10.5424/fs/2013223-03878},
year  = {2013},
date = {2013-01-01},
journal = {Forest Systems},
volume = {22},
number = {3},
pages = {510-525},
note = {JCR (2013): 0.620 Q3 40/66 FORESTRY},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{rmm13,
title = {Neural networks to predict earthquakes in Chile},
author = {J Reyes and A Morales-Esteban and F Martínez-Álvarez},
year  = {2013},
date = {2013-01-01},
journal = {Applied Soft Computing},
volume = {13},
number = {2},
pages = {1314-1328},
note = {IF 2.61},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma84279,
title = {A sensitivity analysis for quality measures of quantitative association rules},
author = {María Martínez-Ballesteros and Francisco Martínez-Álvarez and Alicia Troncoso and José C. Riquelme},
url = {https://prisma.us.es/publicacion/84279},
doi = {10.1007/978-3-642-40846-5_58},
year  = {2013},
date = {2013-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENT SYSTEMS},
volume = {8073 LNAI},
pages = {578–587},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{dpgj12,
title = {An effective measure for assessing the quality of biclusters},
author = {F Divina and B Pontes and R Giráldez and Aguilar-Ruiz Js.},
doi = {10.1016/j.compbiomed.2011.11.015},
year  = {2012},
date = {2012-01-01},
journal = {Computers in Biology and Medicine},
volume = {42},
number = {2},
pages = {245-256},
note = {IF 1.162 Q3 60/100},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{fhrr12,
title = {Evolutionary Generalized Radial Basis Function neural networks for improving prediction accuracy in gene classification using feature selection},
author = {F Fernández-Navarro and César Hervás-Mart í and Roberto Ruiz and Jose C Riquelme},
doi = {10.1016/j.asoc.2012.01.008},
year  = {2012},
date = {2012-01-01},
journal = {Applied Soft Computing},
volume = {12},
number = {6},
pages = {1787-1800},
note = {IF 2.140, 18/100 Int App Q1, 23/115 Art Int Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gmj12,
title = {EVOR-STACK: a label-dependent evolutive stacking on remote sensing data fusion},
author = {J García Gutiérrez and D Mateos García and Riquelme Jc.},
doi = {10.1016/j.neucom.2011.02.020},
year  = {2012},
date = {2012-01-01},
journal = {Neurocomputing},
volume = {75},
number = {1},
pages = {115-122},
note = {JCR(2012): 1.634 Q2 37/115 Computer Science, Artificial Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{rrag12,
title = {Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches},
author = {R Ruiz and J C Riquelme and J S Aguilar-Ruiz and Garc M í},
doi = {10.1016/j.eswa.2012.03.061},
year  = {2012},
date = {2012-01-01},
journal = {Expert Systems with Applications},
volume = {39},
number = {12},
pages = {11094-11102},
note = {Pages. IF 1.854, 13/79 Oper Res Q1, 56/243 Eng Elec Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{r12b,
title = {Fusion of Knowledge towards the Identification of Genetic Profiles},
author = {C Rubio-Escudero},
doi = {10.3233/AIC-2011-0506},
year  = {2012},
date = {2012-01-01},
journal = {AI Communications},
volume = {25},
number = {1},
pages = {65-67},
note = {IF: 0.449},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mgr12,
title = {On the evolutionary optimization of k-NN by label-dependent feature weighting},
author = {D Mateos-García and J García-Gutiérrez and J C Riquelme-Santos},
doi = {10.1016/j.patrec.2012.08.011},
year  = {2012},
date = {2012-01-01},
journal = {Pattern Recognition Letters},
volume = {33},
number = {16},
pages = {2232-2238},
note = {JCR (2012): 1.266 Q2 56/115 Computer Science, Artificial Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mjmn12,
title = {Probabilistic method to select calculation accelerograms based on USHAR spectra.},
author = {A Morales-Esteban and J L de Justo and F Martínez-Álvarez and J M Aza{ n}ón},
year  = {2012},
date = {2012-01-01},
journal = {Soil Dynamics and Earthquake Engineering},
volume = {43},
number = {3},
pages = {174-185},
note = {IF 1.28},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{rrra12,
title = {Searching for Rules to Detect Defective Modules: A Subgroup Discovery Approach},
author = {D Rodriguez and R Ruiz and J C Riquelme and J S Aguilar-Ruiz},
doi = {10.1016/j.ins.2011.01.039},
year  = {2012},
date = {2012-01-01},
journal = {Information Sciences},
volume = {191},
pages = {14-30},
note = {IF , 6/132 Inf Sys Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma82672,
title = {A non-parametric approach for accurate contextual classification of LIDAR and imagery data fusion},
author = {Jorge Garcia-Gutierrez and Daniel Mateos-Garcia and Jose C. Riquelme-Santos},
url = {https://prisma.us.es/publicacion/82672},
doi = {10.1007/978-3-642-28931-6_44},
year  = {2012},
date = {2012-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PT II},
volume = {7209 LNAI},
number = {PART 2},
pages = {455–466},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma59322,
title = {Computational Intelligence Techniques for Predicting Earthquakes},
author = {F. Martínez-Álvarez and A. Troncoso and A. Morales-Esteban and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/59322},
doi = {10.1007/978-3-642-21222-2_35},
year  = {2011},
date = {2011-01-01},
booktitle = {Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part II},
volume = {6679},
number = {2},
pages = {287–+},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma259800,
title = {Descubrimiento de Subgrupos para predecir módulos defectuosos},
author = {Daniel Rodríguez García and Roberto Ruiz Aguilar and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/259800},
year  = {2011},
date = {2011-01-01},
booktitle = {Actas de las 16th Jornadas de Ingenieria del Software y Bases de Datos, JISBD 2011},
pages = {269–276},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma85829,
title = {Improving the accuracy of a two-stage algorithm in evolutionary product unit neural networks for classification by means of feature selection},
author = {Antonio Javier Tallón Ballesteros and César Hervás Martínez and José Cristóbal Riquelme Santos and Roberto Ruiz},
url = {https://prisma.us.es/publicacion/85829},
doi = {10.1007/978-3-642-21326-7_41},
year  = {2011},
date = {2011-01-01},
booktitle = {NEW CHALLENGES ON BIOINSPIRED APPLICATIONS},
volume = {6687},
number = {Part 2},
pages = {381–390},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma144408,
title = {Multiobjective Simulation Optimisation in Software Project Management},
author = {D Rodriguez and M Ruiz and JC Riquelme and R Harrison},
url = {https://prisma.us.es/publicacion/144408},
doi = {10.1145/2001576.2001829},
year  = {2011},
date = {2011-01-01},
booktitle = {GECCO-2011: PROCEEDINGS OF THE 13TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE},
pages = {1883–1890},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma259799,
title = {Optimización multiobjetivo de la toma de decisiones en gestión de proyectos software basada en simulación},
author = {Daniel Rodríguez García and Mercedes Ruiz Carreira and José Cristobal Riquelme Santos and Rachel Harrison},
url = {https://prisma.us.es/publicacion/259799},
year  = {2011},
date = {2011-01-01},
booktitle = {Actas de las 16th Jornadas de Ingenieria del Software y Bases de Datos, JISBD 2011},
pages = {389–400},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma68308,
title = {Subgroup Discovery for Defect Prediction},
author = {D Rodriguez and R Ruiz and JC Riquelme and R Harrison},
url = {https://prisma.us.es/publicacion/68308},
year  = {2011},
date = {2011-01-01},
booktitle = {SEARCH BASED SOFTWARE ENGINEERING},
volume = {6956},
pages = {269–+},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{th11,
title = {A two-stage algorithm in evolutionary product unit neural networks for classification},
author = {A J Tallón-Ballesteros and C Hervás-Martínez},
doi = {10.1016/j.neucom.2012.08.041},
year  = {2011},
date = {2011-01-01},
journal = {Exp. Syst. Appl.},
volume = {38},
number = {1},
pages = {743-754},
note = {JCR (2011): 2.203, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mmr11,
title = {An Evolutionary Algorithm to Discover Quantitative Association Rules in Multidimensional Time Series},
author = {M Martínez-Ballesteros and Troncoso A and Martínez-Álvarez F. and J C Riquelme},
doi = {10.1007/s00500-011-0705-4},
year  = {2011},
date = {2011-01-01},
journal = {Soft Computing},
volume = {15},
number = {10},
pages = {2065-2084},
note = {IF 1.880 24/99 Int App Q1, 30/111 Art Int Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ggr11,
title = {Automatic environmental quality assessment for mixed-land zones using LIDAR and intelligent techniques},
author = {J Garcia Gutierrez and L Gonçalves Seco and J C Riquelme},
doi = {10.1016/j.eswa.2010.12.065},
year  = {2011},
date = {2011-01-01},
journal = {Expert Systems with Applications},
volume = {38},
pages = {6},
note = {JCR(2011): 2.203 Q1 22/111 Computer Science, Multidisciplinary},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{ardn11,
title = {CARGENE: Characterization of Set of Genes based on Metabolic Pathway Analysis},
author = {J S Aguilar-Ruiz and Rodr D í and N Diaz-Diaz and I Nepomuceno},
doi = {10.1504/IJDMB.2011.043033},
year  = {2011},
date = {2011-01-01},
journal = {International Journal of Data Mining and Bioinformatics},
volume = {5},
number = {5},
pages = {558-573},
note = {IF: 0.429 Q4 44/46 MATHEMATICAL & COMPUTATIONAL BIOLOGY},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{m11,
title = {Clustering preprocessing to improve time series forecasting},
author = {F Martínez-Álvarez},
year  = {2011},
date = {2011-01-01},
journal = {Artificial Intelligence Communications},
volume = {24},
number = {1},
pages = {97-98},
note = {IF 0.837},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mtra11,
title = {Discovery of motifs to forecast outlier occurrence in time series},
author = {F Martínez-Álvarez and A Troncoso and J C Riquelme and J S Aguilar-Ruiz},
doi = {10.1016/j.patrec.2011.05.002},
year  = {2011},
date = {2011-01-01},
journal = {Pattern Recognition Letters},
volume = {32},
number = {12},
pages = {1652-1665},
note = {IF 1.0/111 Art Int Q3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{mtra11b,
title = {Energy time series forecasting based on pattern sequence similarity},
author = {F Martínez-Álvarez and A Troncoso and J C Riquelme and J S Aguilar-Ruiz},
doi = {10.1109/TKDE.2010.227},
year  = {2011},
date = {2011-01-01},
journal = {IEEE Transactions on Knowledge and Data Engineering},
volume = {23},
number = {8},
pages = {1230-1243},
note = {IF 1.657, 29/135 Inf Sys Q1, 35/111 Art Int Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{msrcc11,
title = {Evolutionary Association Rules for Total Ozone Content Modeling from Satellite Observations},
author = {M Martínez-Ballesteros and S Salcedo-Sanz and J C Riquelme and C Casanova-Mateo and J L Camacho},
doi = {10.1016/j.chemolab.2011.09.011},
year  = {2011},
date = {2011-01-01},
journal = {Chemometrics and Intelligent Laboratory Systems},
volume = {109},
number = {2},
pages = {217-227},
note = {JCR (2011): 1.920, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{nadnmad11,
title = {Prognostic transcriptional association networks: A new supervised approach based on regression trees},
author = {I A Nepomuceno-Chamorro and F Azuaje and Y Devaux and P V Nazarov and A Muller and J S Aguilar-Ruiz and Wagner Dr.},
doi = {10.1093/bioinformatics/btq645},
year  = {2011},
date = {2011-01-01},
journal = {Bioinformatics},
volume = {27},
number = {2},
pages = {252-258},
note = {IF: 5.468 15/158 Q1 MATHEMATICAL & COMPUTATIONAL BIOLOGY},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma144410,
title = {Revisiting the yeast cell cycle problem with the improved TriGen algorithm},
author = {D. Gutiérrez-Avilés and C. Rubio-Escudero and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/144410},
doi = {10.1109/NaBIC.2011.6089642},
year  = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011},
pages = {515–520},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma86190,
title = {Triclustering on temporary microarray data using the TriGen algorithm},
author = {D. Gutiérrez-Avilés and C. Rubio-Escudero and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/86190},
doi = {10.1109/ISDA.2011.6121768},
year  = {2011},
date = {2011-01-01},
booktitle = {International Conference on Intelligent Systems Design and Applications},
pages = {877–881},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma86191,
title = {Unravelling the yeast cell cycle using the TriGen algorithm},
author = {David Gutiérrez-Avilés and Cristina Rubio-Escudero and José C. Riquelme},
url = {https://prisma.us.es/publicacion/86191},
doi = {10.1007/978-3-642-25274-7_16},
year  = {2011},
date = {2011-01-01},
booktitle = {ADVANCES IN ARTIFICIAL INTELLIGENCE},
volume = {7023 LNAI},
pages = {155–163},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma56412,
title = {Analysis of Measures of Quantitative Association Rules},
author = {M. Martínez-Ballesteros and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/56412},
doi = {10.1007/978-3-642-21222-2_39},
year  = {2011},
date = {2011-01-01},
booktitle = {Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part II},
volume = {6679},
number = {PART 2},
pages = {319–326},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma51265,
title = {Extensiones para el Ciclo de Mejora Continua en la enseñanza e investigación de Ingeniería Informática},
author = {Rafael Martínez-Gasca and Miguel Ángel Álvarez-De La Concepción and Luis Miguel Soria-Morillo and Maria Luisa Parody-Núñez and M. Martínez-Ballesteros and Andrés Jiménez-Ramírez},
url = {https://prisma.us.es/publicacion/51265},
year  = {2011},
date = {2011-01-01},
journal = {Revista de Enseñanza Universitaria},
volume = {1},
number = {38},
pages = {4–26},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma84280,
title = {Inferring gene-gene associations from quantitative association rules},
author = {M. Martínez-Ballesteros and I. Nepomuceno-Chamorro and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/84280},
doi = {10.1109/ISDA.2011.6121829},
year  = {2011},
date = {2011-01-01},
booktitle = {International Conference on Intelligent Systems Design and Applications},
pages = {1241–1246},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma144399,
title = {Mining Quantitative Association Rules In Microarray Data Using Evolutive Algorithms},
author = {M Martinez-Ballesteros and C Rubio-Escudero and JC Riquelme and F Martinez-Alvarez},
url = {https://prisma.us.es/publicacion/144399},
year  = {2011},
date = {2011-01-01},
booktitle = {ICAART 2011: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 1},
volume = {1},
pages = {574–577},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma84281,
title = {On the use of algorithms to discover motifs in DNA sequences},
author = {C. Rubio-Escudero and F. Martínez-Álvarez and M. Martínez-Ballesteros and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/84281},
doi = {10.1109/ISDA.2011.6121801},
year  = {2011},
date = {2011-01-01},
booktitle = {International Conference on Intelligent Systems Design and Applications},
pages = {1074–1079},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma84391,
title = {A comparative study between two regression methods on LiDAR data: A case study},
author = {Jorge García-Gutiérrez and Eduardo González-Ferreiro and Daniel Mateos-García and Jose C. Riquelme-Santos and David Miranda},
url = {https://prisma.us.es/publicacion/84391},
doi = {10.1007/978-3-642-21222-2_38},
year  = {2011},
date = {2011-01-01},
booktitle = {Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part II},
volume = {6679 LNAI},
number = {PART 2},
pages = {311–318},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma144404,
title = {A local search in Scatter Search for improving Biclusters},
author = {Juan A. Nepomuceno and Alicia Troncoso and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/144404},
doi = {10.1109/NaBIC.2011.6089643},
year  = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011},
pages = {521–526},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma61516,
title = {Biclustering of Gene Expression Data by Correlation-Based Scatter Search},
author = {Juan A. Nepomuceno and Alicia Troncoso and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/61516},
doi = {10.1186/1756-0381-4-3},
year  = {2011},
date = {2011-01-01},
journal = {BIODATA MINING},
volume = {4},
number = {1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma84848,
title = {Inferring gene coexpression networks with biclustering based on scatter search},
author = {Juan A. Nepomuceno and Alicia Troncoso and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/84848},
doi = {10.1109/ISDA.2011.6121804},
year  = {2011},
date = {2011-01-01},
booktitle = {International Conference on Intelligent Systems Design and Applications},
pages = {1091–1096},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma85453,
title = {Describing the orthology signal in a PPI network at a functional, complex level},
author = {Pavol Jancura and Eleftheria Mavridou and Beatriz Pontes and Elena Marchiori},
url = {https://prisma.us.es/publicacion/85453},
doi = {10.1007/978-3-642-21260-4_22},
year  = {2011},
date = {2011-01-01},
booktitle = {BIOINFORMATICS RESEARCH AND APPLICATIONS},
volume = {6674 LNBI},
pages = {209–226},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma85452,
title = {Evolutionary biclustering based on expression patterns},
author = {Beatriz Pontes and Raúl Giráldez and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/85452},
doi = {10.1109/ISDA.2011.6121711},
year  = {2011},
date = {2011-01-01},
booktitle = {International Conference on Intelligent Systems Design and Applications},
pages = {537–542},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{rrz,
title = {Optimization of Multi-classifiers for Computational Biology: Application to gene finding and expression.},
author = {C Rubio-Escudero and R Romero-Záliz and Val I C del Zwir},
doi = {10.1007/s00214-009-0648-3},
year  = {2010},
date = {2010-03-15},
journal = {Theoretical Chemistry Accounts},
volume = {125},
number = {3-6},
pages = {599-611},
note = {IF: , Q2 43/127},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma85830,
title = {Evolutionary q-Gaussian Radial Basis Functions for Improving Prediction Accuracy of Gene Classification Using Feature Selection},
author = {F Fernandez-Navarro and C Hervas-Martinez and PA Gutierrez and R Ruiz and JC Riquelme},
url = {https://prisma.us.es/publicacion/85830},
doi = {10.1007/978-3-642-15819-3_43},
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date = {2010-01-01},
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volume = {6352},
number = {PART 1},
pages = {327–336},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma68300,
title = {Knowledge Representation and Applied Decision Making (KREAM)},
author = {D Rodriguez and JJ Dolado and JC Riquelme and R Ruiz and MA Sicilia},
url = {https://prisma.us.es/publicacion/68300},
doi = {10.1016/j.procs.2010.04.254},
year  = {2010},
date = {2010-01-01},
booktitle = {Procedia Computer Science},
volume = {1},
number = {1},
pages = {2265–2265},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma42758,
title = {Using Remote Data Mining on LIDAR and Imagery Fusion Data to Develop Land Cover Maps},
author = {Jorge García-Gutiérrez and Francisco Martínez-Álvarez and José C. Riquelme},
url = {https://prisma.us.es/publicacion/42758},
doi = {10.1007/978-3-642-13022-9_38},
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date = {2010-01-01},
booktitle = {TRENDS IN APPLIED INTELLIGENT SYSTEMS, PT I, PROCEEDINGS},
volume = {6096},
number = {PART 1},
pages = {378–+},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@article{naj10,
title = {Inferring gene regression networks with model trees},
author = {I A Nepomuceno-Chamorro and J S Aguilar-Ruiz and Riquelme Jc.},
doi = {10.1186/1471-2105-11-517},
year  = {2010},
date = {2010-01-01},
journal = {BMC Bioinformatics},
volume = {11},
pages = {517-529},
note = {IF: Q1 4/37 MATHEMATICAL & COMPUTATIONAL BIOLOGY, Q2 57/158 BIOTECHNOLOGY & APPLIED MICROBIOLOGY},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{mtmj10,
title = {Mining quantitative association rules based on evolutionary computation and its application to atmospheric pollution},
author = {M Martínez-Ballesteros and A Troncoso and F Martínez-Álvarez and Riquelme Jc.},
doi = {10.3233/ICA-2010-0340},
year  = {2010},
date = {2010-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {17},
number = {3},
pages = {227-242},
note = {JCR (2010): 2.122, Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{mmtdr10,
title = {Pattern recognition to forecast seismic time series},
author = {F Martínez-Álvarez and A Morales-Esteban and A Troncoso and J L de Justo and C Rubio},
doi = {10.1016/j.eswa.2010.05.050},
year  = {2010},
date = {2010-01-01},
journal = {Exp. Syst. Appl.},
volume = {37},
number = {12},
pages = {8333-8342},
note = {IF: 1.926 Q2 34/108},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@inproceedings{prisma135479,
title = {Cis-cop: Multiobjective identification of cis-regulatory modules based on constrains},
author = {Rocío C. Romero Zaliz and María Mar Martínez Ballesteros and Igor Jorge Sergio Zwir and M. Coral Del Val Muñoz},
url = {https://prisma.us.es/publicacion/135479},
year  = {2010},
date = {2010-01-01},
booktitle = {XV Congreso Español sobre Tecnologías y Lógica Fuzzy ESTYLF 2010: Huelva [Recurso electrónico]},
pages = {471–476},
keywords = {},
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tppubtype = {inproceedings}
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@inproceedings{prisma135478,
title = {EVFUZZYSYSTEM: evolución de sistemas difusos para problemas de regresión multi-dimensionales},
author = {María Mar Martínez Ballesteros and Víctor M. Rivas},
url = {https://prisma.us.es/publicacion/135478},
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date = {2010-01-01},
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pages = {109–114},
keywords = {},
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tppubtype = {inproceedings}
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@inproceedings{prisma84392,
title = {A SVM and k-NN restricted stacking to improve land use and land cover classification},
author = {Jorge Garcia-Gutierrez and Daniel Mateos-Garcia and Jose C. Riquelme-Santos},
url = {https://prisma.us.es/publicacion/84392},
doi = {10.1007/978-3-642-13803-4_61},
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date = {2010-01-01},
booktitle = {HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, PT 2},
volume = {6077 LNAI},
number = {PART 2},
pages = {493–500},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma84393,
title = {Label dependent evolutionary feature weighting for remote sensing data},
author = {Daniel Mateos-García and Jorge García-Gutiérrez and José C. Riquelme-Santos},
url = {https://prisma.us.es/publicacion/84393},
doi = {10.1007/978-3-642-13803-4_34},
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date = {2010-01-01},
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volume = {6077 LNAI},
number = {PART 2},
pages = {272–279},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma84849,
title = {Correlation-based scatter search for discovering biclusters from gene expression data},
author = {Juan A. Nepomuceno and Alicia Troncoso and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/84849},
doi = {10.1007/978-3-642-12211-8_11},
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date = {2010-01-01},
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volume = {6023 LNCS},
pages = {122–133},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma144970,
title = {Evolutionary metaheuristic for biclustering based on linear correlations among genes},
author = {Juan A. Nepomuceno and Alicia Troncos and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/144970},
doi = {10.1145/1774088.1774329},
year  = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the ACM Symposium on Applied Computing},
pages = {1143–1147},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@article{prisma85455,
title = {Improved biclustering on expression data through overlapping control},
author = {Beatriz Pontes and Federico Divina and Raúl Giráldez and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/85455},
doi = {10.1108/17563781011049214},
year  = {2010},
date = {2010-01-01},
journal = {INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS},
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number = {2},
pages = {293–309},
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@article{prisma66219,
title = {Improved biclustering on expression data through overlapping control (vol 2, pg 477, 2009)},
author = {B Pontes and F Divina and R Giraldez and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/66219},
year  = {2010},
date = {2010-01-01},
urldate = {2010-01-01},
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journal = {INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS},
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number = {2},
pages = {293–293},
note = {Tipo en PRISMA: Corrección.},
keywords = {},
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@inproceedings{prisma85454,
title = {Measuring the quality of shifting and scaling patterns in biclusters},
author = {Beatriz Pontes and Raúl Giráldez and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/85454},
doi = {10.1007/978-3-642-16001-1_21},
year  = {2010},
date = {2010-01-01},
booktitle = {PATTERN RECOGNITION IN BIOINFORMATICS},
volume = {6282 LNBI},
pages = {242–252},
keywords = {},
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tppubtype = {inproceedings}
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@article{prisma68309,
title = {Finding Defective Software Modules by Means of Data Mining Techniques},
author = {José C. Riquelme and Roberto Ruiz and Daniel Rodríguez and Jesus S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/68309},
doi = {10.1109/TLA.2009.5336637},
year  = {2009},
date = {2009-01-01},
journal = {IEEE LATIN AMERICA TRANSACTIONS},
volume = {7},
number = {3},
pages = {377–382},
keywords = {},
pubstate = {published},
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@inproceedings{prisma68258,
title = {Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences},
author = {F Martinez-Alvarez and A Troncoso and JC Riquelme},
url = {https://prisma.us.es/publicacion/68258},
doi = {10.1007/978-3-642-03915-7_31},
year  = {2009},
date = {2009-01-01},
booktitle = {ADVANCES IN INTELLIGENT DATA ANALYSIS VIII, PROCEEDINGS},
volume = {5772},
pages = {357–+},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma146114,
title = {Searching for Rules to find Defective Modules in Unbalanced Data Sets},
author = {D. Rodŕiguez and J. C. Riquelme and R. Ruiz and J. S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/146114},
doi = {10.1109/SSBSE.2009.23},
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date = {2009-01-01},
booktitle = {1ST INTERNATIONAL SYMPOSIUM ON SEARCH BASED SOFTWARE ENGINEERING, PROCEEDINGS},
pages = {89–92},
keywords = {},
pubstate = {published},
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@inproceedings{prisma248750,
title = {Descubriendo Reglas de Asociación Numéricas entre Series Temporales},
author = {María del Mar Martínez Ballesteros and Francisco Martínez Álvarez and Alicia Troncoso Lora and José Cristóbal Riquelme Santos},
url = {https://prisma.us.es/publicacion/248750},
year  = {2009},
date = {2009-01-01},
booktitle = {MINCODA 2009 : 1st International Workshop on Mining of Non-Conventional Data (Taller dentro de las Jornadas CAEPIA–TTIA 2009) (2009), pp. 16-24.},
pages = {16–24},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma56409,
title = {Quantitative Association Rules Applied to Climatological Time Series Forecasting},
author = {M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/56409},
doi = {10.1007/978-3-642-04394-9_35},
year  = {2009},
date = {2009-01-01},
booktitle = {INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING, PROCEEDINGS},
volume = {5788},
pages = {284–+},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma84850,
title = {A hybrid metaheuristic for biclustering based on scatter search and genetic algorithms},
author = {Juan A. Nepomuceno and Alicia Troncoso and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/84850},
doi = {10.1007/978-3-642-04031-3_18},
year  = {2009},
date = {2009-01-01},
booktitle = {PATTERN RECOGNITION IN BIOINFORMATICS, PROCEEDINGS},
volume = {5780 LNBI},
pages = {199–210},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma84846,
title = {An Overlapping Control-Biclustering Algorithm from Gene Expression Data},
author = {Juan A. Nepomuceno and Alicia Troncoso and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/84846},
doi = {10.1109/ISDA.2009.241},
year  = {2009},
date = {2009-01-01},
booktitle = {2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS},
pages = {1239 -},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma66213,
title = {Improved biclustering on expression data through overlapping control},
author = {Beatriz Pontes and Federico Divina and Raúl Giráldez and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/66213},
doi = {10.1108/17563780910982707},
year  = {2009},
date = {2009-01-01},
journal = {INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS},
volume = {2},
number = {3},
pages = {477–493},
keywords = {},
pubstate = {published},
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@article{prisma145724,
title = {Efficient incremental-ranked feature selection in massive data},
author = {Roberto Ruiz and Jesús S. Aguilar-Ruiz and José C. Riquelme},
url = {https://prisma.us.es/publicacion/145724},
year  = {2008},
date = {2008-01-01},
journal = {COMPUTATIONAL METHODS OF FEATURE SELECTION},
pages = {147–166},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@inproceedings{prisma145725,
title = {Finding defective modules from highly unbalanced datasets},
author = {J. C. Riquelme and R. Ruiz and D. Rodríguez and J. Moreno},
url = {https://prisma.us.es/publicacion/145725},
year  = {2008},
date = {2008-01-01},
booktitle = {ADIS 2008 - Apoyo a la Decision en Ingenieria del Software, Evento Realizado en el Marco de las 13th Jornadas de Ingenieria del Software y Bases de Datos, JISBD 2008},
volume = {2},
number = {1},
pages = {67–74},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma85831,
title = {LBF: A Labeled-Based Forecasting Algorithm and its Application to Electricity Price Time Series},
author = {Francisco Martínez-Álvarez and Alicia Troncoso and José C. Riquelme and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/85831},
doi = {10.1109/ICDM.2008.129},
year  = {2008},
date = {2008-01-01},
booktitle = {ICDM 2008: EIGHTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS},
pages = {453–461},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@article{rrchcz08,
title = {A multiobjective evolutionary conceptual clustering methodology for gene annotation within structural databases: a case of study on the gene ontology database},
author = {R C Romero-Zaliz and C Rubio-Escudero and J P Cobb and F Herrera and O Cordón and I Zwir},
doi = {10.1109/TEVC.2008.915995},
year  = {2008},
date = {2008-01-01},
journal = {Evolutionary Computation, IEEE Transactions on},
volume = {12},
number = {6},
pages = {679-701},
note = {IF: 3.849, Q1 3/94},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{traj08,
title = {Evolutionary Techniques applied to the optimal short-term scheduling of the electrical energy production},
author = {A Troncoso and J C Riquelme and J S Aguilar-Ruiz and Riquelme Jm.},
doi = {10.1016/j.ejor.2006.06.044},
year  = {2008},
date = {2008-01-01},
journal = {European Journal of Operational Research},
volume = {185},
number = {3},
pages = {1114-1127},
note = {IF 1.627, 13/64 Oper Res Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@inproceedings{prisma145730,
title = {Classification of gene expression profiles: comparison of K-means and expectation maximization algorithms},
author = {Cristina Rubio-Escudero and Francisco Martínez-Álvarez and Rocío Romero-Zaliz and Igor Zwir},
url = {https://prisma.us.es/publicacion/145730},
doi = {10.1109/HIS.2008.92},
year  = {2008},
date = {2008-01-01},
booktitle = {Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008},
pages = {831–836},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@article{prisma145731,
title = {Learning robust dynamic networks in prokaryotes by gene expression networks iterative explorer (GENIE)},
author = {Oscar Harari and Cristina Rubio-Escudero and Patricio Traverso and Marcelo Santos and Igor Zwir},
url = {https://prisma.us.es/publicacion/145731},
doi = {10.1007/978-3-540-78987-1_27},
year  = {2008},
date = {2008-01-01},
journal = {Nature Inspired Cooperative Strategies for Optimization (NICSO 2007)},
volume = {129},
pages = {299–311},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@inproceedings{prisma145723,
title = {A novel approach for avoiding overlapping among biclusters in expression data},
author = {Beatriz Pontes and Federico Divina and Raúl Giráldez and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/145723},
doi = {10.1109/HIS.2008.81},
year  = {2008},
date = {2008-01-01},
booktitle = {Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008},
pages = {813–818},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@book{prisma216508,
title = {Actas del IV Taller de Minería de Datos y Aprendizaje},
author = {Francisco Javier Ferrer Troyano and Alicia Troncoso and José C. Riquelme and Red Filosofía and España},
url = {https://prisma.us.es/publicacion/216508},
year  = {2007},
date = {2007-01-01},
urldate = {2007-01-01},
booktitle = {Libro},
note = {Tipo en PRISMA: Libro.},
keywords = {},
pubstate = {published},
tppubtype = {book}
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@inproceedings{prisma241334,
title = {Aplicación de técnicas de clustering a la serie temporal de los precios de la energía en el mercado eléctrico},
author = {Francisco Martínez Álvarez and José Cristobal Riquelme Santos and J. M. Riquelme and Alicia Troncoso Lara},
url = {https://prisma.us.es/publicacion/241334},
year  = {2007},
date = {2007-01-01},
booktitle = {Actas del IV Taller de Minería de Datos y Aprendizaje},
pages = {293–302},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma146828,
title = {Detection of Microcalcifications in Mammographies Based on Linear Pixel Prediction and Support-Vector Machines},
author = {F. Martínez-Álvarez and A. Trancoso and J. C. Riquelme and J. S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/146828},
doi = {10.1109/CBMS.2007.38},
year  = {2007},
date = {2007-01-01},
booktitle = {TWENTIETH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS},
pages = {141–146},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma146831,
title = {Discovering patterns in electricity price using clustering techniques},
author = {F. Martínez Álvarez and A. Troncoso and J. C. Riquelme and J. M. Riquelme},
url = {https://prisma.us.es/publicacion/146831},
doi = {10.24084/repqj05.245},
year  = {2007},
date = {2007-01-01},
journal = {Renewable Energy & Power Quality Journal},
volume = {1},
number = {5},
pages = {174–181},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@incollection{prisma244822,
title = {Estimación y toma de decisiones mediante algoritmos evolutivos},
author = {José Luis Álvarez Macías and Jacinto Mata Vázquez and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/244822},
year  = {2007},
date = {2007-01-01},
booktitle = {Técnicas cuantitativas para la gestión en la ingeniería del software},
pages = {267–290},
keywords = {},
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@incollection{prisma244818,
title = {Estimación y toma de decisiones mediante técnicas tradicionales y lógica borrosa},
author = {Javier Aroba Páez and Isabel Ramos Román and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/244818},
year  = {2007},
date = {2007-01-01},
booktitle = {Técnicas cuantitativas para la gestión en la ingeniería del software},
pages = {223–243},
keywords = {},
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tppubtype = {incollection}
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@inproceedings{prisma124895,
title = {Mejor subconjunto aglomerativo ordenado para selección de atributos},
author = {Roberto Ruiz and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/124895},
year  = {2007},
date = {2007-01-01},
booktitle = {Actas del V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados},
pages = {501–508},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma68245,
title = {Partitioning-clustering techniques applied to the electricity price time series},
author = {F Martinez-Alvarez and A Troncoso and JC Riquelme and JM Riquelme},
url = {https://prisma.us.es/publicacion/68245},
doi = {10.1007/978-3-540-77226-2_99},
year  = {2007},
date = {2007-01-01},
booktitle = {INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2007},
volume = {4881},
pages = {990–+},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma241333,
title = {Selección de atributos: una revisión},
author = {Roberto Ruiz and Jesús Salvador Aguilar-Ruiz and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/241333},
year  = {2007},
date = {2007-01-01},
booktitle = {Actas del IV Taller de Minería de Datos y Aprendizaje},
pages = {75–94},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@article{prisma146830,
title = {XI Conference of Engineering Software and Databases, JISBD'2006},
author = {José C. Riquelme and Pere Botella},
url = {https://prisma.us.es/publicacion/146830},
doi = {10.1109/TLA.2007.4378506},
year  = {2007},
date = {2007-01-01},
urldate = {2007-01-01},
booktitle = {IEEE LATIN AMERICA TRANSACTIONS},
journal = {IEEE LATIN AMERICA TRANSACTIONS},
volume = {5},
number = {4},
note = {Tipo en PRISMA: Editorial.},
keywords = {},
pubstate = {published},
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@article{agatr07,
title = {Application of fuzzy logic and data mining techniques as tools for qualitative interpretation of acid mine drainage processes},
author = {J Aroba and J A Grande and J M Andujar and M L de la Torre and J C Riquelme},
doi = {10.1007/s00254-006-0627-0},
year  = {2007},
date = {2007-01-01},
journal = {Environmental Geology},
volume = {53},
number = {1},
pages = {135-145},
note = {IF 0,722 102/137 Geos Q3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{trgmj07,
title = {Electricity market price forecasting based on weighted nearest neighbors techniques},
author = {A Troncoso and J M Riquelme and A Gómez and J L Martínez and Riquelme Jc.},
doi = {10.1109/TPWRS.2007.901670},
year  = {2007},
date = {2007-01-01},
journal = {IEEE Transactions on Power Systems},
volume = {22},
number = {3},
pages = {1294-1301},
note = {IF 1,698, 60/227 Eng Elec Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{agj07,
title = {Natural encoding for evolutionary supervised learning},
author = {J S Aguilar-Ruiz and R Giráldez and Riquelme Jc.},
doi = {10.1109/TEVC.2006.883466},
year  = {2007},
date = {2007-01-01},
journal = {IEEE Transactions on Evolutionary Computation},
volume = {11},
number = {4},
pages = {466-479},
note = {IF 2.426, 5/79 Th. Met Q1, 10/93 Art Int Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{nrarg07,
title = {SatDNA Analyzer: a computing tool for satellite-DNA evolutionary analysis},
author = {R Navajas-Pérez and C Rubio-Escudero and J L Aznarte and M R Rejón and M A Garrido-Ramos},
doi = {10.1093/bioinformatics/btm005},
year  = {2007},
date = {2007-01-01},
journal = {Bioinformatics},
volume = {23},
number = {6},
pages = {767-768},
note = {IF: 5.039 Q1 8/60},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@book{prisma213978,
title = {Fusion of knowledge towards the identification of genetic profiles in the systemic inflammation problem},
author = {Cristina Rubio Escudero},
url = {https://prisma.us.es/publicacion/213978},
year  = {2007},
date = {2007-01-01},
urldate = {2007-01-01},
booktitle = {Libro},
note = {Tipo en PRISMA: Libro.},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
@inproceedings{prisma146834,
title = {Identifying the promoter features governing differential kinetics of co-regulated genes using fuzzy expressions},
author = {Rocio Romero Zaliz and Oscar Harari and Cristina Rubio Escudero and Igor Zwir},
url = {https://prisma.us.es/publicacion/146834},
doi = {10.1109/FUZZY.2007.4295532},
year  = {2007},
date = {2007-01-01},
booktitle = {IEEE International Conference on Fuzzy Systems},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma226590,
title = {Microarray data mining approach to the study of Solanum wild species under water stress: integration of gene expression data and GO condepts},
author = {Florencia Lucca and Cristina Rubio Escudero and Rocío C. Romero Zaliz and Enrique Ritter and Esteban Hopp},
url = {https://prisma.us.es/publicacion/226590},
year  = {2007},
date = {2007-01-01},
booktitle = {I Workshop Español sobre Extracción y Validación de Conocimiento en Bases de Datos Biomédicas: EVaBio 2007 : celebrado en Salamanca, del 12 al 16 de noviembre de 2007, dentro de la XII Conferencia de la Asociación Española para la Inteligencia Artificial},
pages = {65–74},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
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@inproceedings{prisma146833,
title = {Modeling genetic networks: Comparison of static and dynamic models},
author = {C. Rubio-Escudero and R. Romero-Záliz and O. Cordón and I. Zwir},
url = {https://prisma.us.es/publicacion/146833},
year  = {2007},
date = {2007-01-01},
booktitle = {Summer Computer Simulation Conference 2007, SCSC'07, Part of the 2007 Summer Simulation Multiconference, SummerSim'07},
volume = {2},
pages = {827–832},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma146835,
title = {satDNA analyzer 1.2 as a valuable computing tool for evolutionary analysis of satellite-DNA families: Revisiting Y-linked satellite-DNA sequences of Rumex (Polygonaceae)},
author = {Rafael Navajas-Pérez and Manuel Ruiz Rejón and Manuel Garrido-Ramos and José Luis Aznarte and Cristina Rubio-Escudero},
url = {https://prisma.us.es/publicacion/146835},
year  = {2007},
date = {2007-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {4414 LNBI},
pages = {131–139},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma146832,
title = {Targeting differentially co-regulated genes by multiobjective and multimodal optimization},
author = {Oscar Harari and Cristina Rubio-Escudero and Igor Zwir},
url = {https://prisma.us.es/publicacion/146832},
year  = {2007},
date = {2007-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {4447 LNCS},
pages = {68–77},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma42759,
title = {A deterministic model to infer gene networks from microarray data},
author = {I Nepomuceno-Chamorro and JS Aguilar-Ruiz and N Diaz-Diaz and DS Rodriguez-Baena and J Garcia},
url = {https://prisma.us.es/publicacion/42759},
year  = {2007},
date = {2007-01-01},
booktitle = {INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2007},
volume = {4881},
pages = {850–859},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma232005,
title = {A deterministic model to infer gene networks from microarray data},
author = {Isabel Nepomuceno-Chamorro and Jesús S. Aguilar-Ruiz and Norberto Díaz-Díaz and Domingo S. Rodríguez-Baena and Jorge García},
url = {https://prisma.us.es/publicacion/232005},
doi = {10.1007/978-3-540-77226-2_85},
year  = {2007},
date = {2007-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {4881 LNCS},
pages = {850–859},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma226592,
title = {Algoritmo de inferencia de redes de genes a partir de tecnología microarray},
author = {Isabel Ángeles Nepomuceno Chamorro and Jesús Salvador Aguilar-Ruiz and Norberto Díaz-Díaz},
url = {https://prisma.us.es/publicacion/226592},
year  = {2007},
date = {2007-01-01},
booktitle = {I Workshop Español sobre Extracción y Validación de Conocimiento en Bases de Datos Biomédicas: EVaBio 2007 : celebrado en Salamanca, del 12 al 16 de noviembre de 2007, dentro de la XII Conferencia de la Asociación Española para la Inteligencia Artificial},
pages = {35–44},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma146817,
title = {Discovering α–patterns from gene expression data},
author = {Domingo S. Rodríguez Baena and Norberto Diaz and Jesús S. Aguilar-Ruiz and Isabel A. Nepomuceno-Chamorro},
url = {https://prisma.us.es/publicacion/146817},
doi = {10.1007/978-3-540-77226-2_83},
year  = {2007},
date = {2007-01-01},
booktitle = {INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2007},
volume = {4881},
pages = {831–839},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma42760,
title = {Biclusters evaluation based on shifting and scaling patterns},
author = {JA Nepomuceno and AT Lora and JS Aguilar-Ruiz and J Garcia-Gutierrez},
url = {https://prisma.us.es/publicacion/42760},
doi = {10.1007/978-3-540-77226-2_84},
year  = {2007},
date = {2007-01-01},
booktitle = {INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2007},
volume = {4881},
pages = {840–+},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma226865,
title = {Evaluación de biclusters basada en patrones de desplazamiento y escalado},
author = {Juan Antonio Nepomuceno Chamorro and Alicia Troncoso and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/226865},
year  = {2007},
date = {2007-01-01},
booktitle = {I Workshop Español sobre Extracción y Validación de Conocimiento en Bases de Datos Biomédicas: EVaBio 2007 : celebrado en Salamanca, del 12 al 16 de noviembre de 2007, dentro de la XII Conferencia de la Asociación Española para la Inteligencia Artificial},
pages = {85–94},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma120230,
title = {Patrones en Biclusters usando Técnicas de Optimización sin Restricciones},
author = {Juan Antonio Nepomuceno Chamorro and Alicia Troncoso and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/120230},
year  = {2007},
date = {2007-01-01},
booktitle = {Actas del V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados},
pages = {413–417},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma226565,
title = {Estudio comparativo de medidas de calidad para biclusters en microarrays},
author = {Antonio Chaparro and Beatriz Pontes Balanza and Raúl Giráldez},
url = {https://prisma.us.es/publicacion/226565},
year  = {2007},
date = {2007-01-01},
booktitle = {I Workshop Español sobre Extracción y Validación de Conocimiento en Bases de Datos Biomédicas: EVaBio 2007 : celebrado en Salamanca, del 12 al 16 de noviembre de 2007, dentro de la XII Conferencia de la Asociación Española para la Inteligencia Artificial},
pages = {13–23},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma241338,
title = {Evaluación de biclusters en un entorno evolutivo},
author = {Beatriz Pontes Balanza and Francisco Martínez Álvarez and Raúl Giráldez and Federico Divina},
url = {https://prisma.us.es/publicacion/241338},
year  = {2007},
date = {2007-01-01},
booktitle = {Actas del IV Taller de Minería de Datos y Aprendizaje},
pages = {1–10},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma146826,
title = {Evolutionary search of biclusters by minimal intrafluctuation},
author = {Raúl Giráldez and Federico Divina and Beatriz Pontes and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/146826},
doi = {10.1109/FUZZY.2007.4295631},
year  = {2007},
date = {2007-01-01},
booktitle = {IEEE International Conference on Fuzzy Systems},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma123243,
title = {SPADE: Algoritmo Evolutivo para Descubrir Patrones de Desplazamiento en Microarrays},
author = {Beatriz Pontes Balanza and Raúl Giráldez and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/123243},
year  = {2007},
date = {2007-01-01},
booktitle = {Actas del V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados},
pages = {633–637},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma66210,
title = {Virtual error: a new measure for evolutionary biclustering},
author = {B Pontes and F Divina and R Giraldez and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/66210},
year  = {2007},
date = {2007-01-01},
booktitle = {EVOLUTIONARY COMPUTATION, MACHINE LEARNING AND DATA MINING IN BIOINFORMATICS, PROCEEDINGS},
volume = {4447},
pages = {217–+},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma147690,
title = {A two-stage zone regression method for global characterization of a project database},
author = {J. J. Dolado and D. Rodríguez and J. Riquelme and F. Ferrer-Troyano and J. J. Cuadrado},
url = {https://prisma.us.es/publicacion/147690},
doi = {10.4018/978-1-59140-941-1.ch001},
year  = {2006},
date = {2006-01-01},
booktitle = {Advances in Machine Learning Applications in Software Engineering},
pages = {1–13},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma147713,
title = {Data mining: Concepts and trends},
author = {José C. Riquelme and Roberto Ruiz and Karina Gilbert},
url = {https://prisma.us.es/publicacion/147713},
year  = {2006},
date = {2006-01-01},
journal = {Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial},
volume = {10},
number = {29},
pages = {11–18},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma147692,
title = {Data streams classification by incremental rule learning with parameterized generalization},
author = {Francisco Ferrer-Troyano and Jesus S. Aguilar-Ruiz and Jose C. Riquelme},
url = {https://prisma.us.es/publicacion/147692},
doi = {10.1145/1141277.1141428},
year  = {2006},
date = {2006-01-01},
booktitle = {Proceedings of the ACM Symposium on Applied Computing},
volume = {1},
pages = {657–661},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma68283,
title = {MINERÍA DE DATOS: CONCEPTOS Y TENDENCIAS},
author = {José Cristóbal Riquelme-Santos and Roberto Ruiz-Sanchez},
url = {https://prisma.us.es/publicacion/68283},
year  = {2006},
date = {2006-01-01},
journal = {Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial},
volume = {10},
number = {29},
pages = {11–18},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma124891,
title = {Presentación : Minería de Datos},
author = {José Cristobal Riquelme Santos and Karina Gilbert and Roberto Ruiz},
url = {https://prisma.us.es/publicacion/124891},
year  = {2006},
date = {2006-01-01},
journal = {Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial},
volume = {10},
number = {29},
pages = {7–9},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma147714,
title = {Presentation: Data mining},
author = {Roberto Ruiz and Karina Gilbert and José C. Riquelme},
url = {https://prisma.us.es/publicacion/147714},
year  = {2006},
date = {2006-01-01},
journal = {Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial},
volume = {10},
number = {29},
pages = {7–9},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{rpapfr06,
title = {A comparison of effort estimation methods for 4GL programs: experiences with Statistics and Data Mining},
author = {J C Riquelme and M Polo and J S Aguilar-Ruiz and M Piattini and F Ferrer and F Ruiz},
doi = {10.1142/S0218194006002719},
year  = {2006},
date = {2006-01-01},
journal = {International Journal of Software Engineering and Knowledge Engineering},
volume = {16},
number = {1},
pages = {127-140},
note = {IF 0.413, 69/82 Soft Q4, 71/85 Eng Art Int Q4, 146/206 Eng Elec Q3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{l06,
title = {Advances in Optimization and Prediction Techniques: Real-World Applications},
author = {A Troncoso Lora},
year  = {2006},
date = {2006-01-01},
journal = {Artificial Intelligence Communications, IOS Press},
volume = {3},
number = {19},
pages = {295-297},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{rrj06,
title = {Incremental wrapper-based gene selection from microarray expresion data for cancer classification},
author = {R Ruiz and J C Riquelme and Aguilar-Ruiz Js.},
doi = {10.1016/j.patcog.2005.11.001},
year  = {2006},
date = {2006-01-01},
journal = {Pattern Recognition},
volume = {39},
number = {12},
pages = {2383-2392},
note = {IF 1.822, 18/85 Art Int Q1, 28/206 Eng Elec Q1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma147721,
title = {Decision making association rules for recognition of differential gene expression profiles},
author = {C. Rubio-Escudero and Coral Del Val and O. Cordón and I. Zwir},
url = {https://prisma.us.es/publicacion/147721},
year  = {2006},
date = {2006-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {4224 LNCS},
pages = {1137–1149},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma147722,
title = {Fusion of domain knowledge for dynamic learning in transcriptional networks},
author = {Oscar Harari and R. Romero-Zaliz and C. Rubio-Escudero and I. Zwir},
url = {https://prisma.us.es/publicacion/147722},
year  = {2006},
date = {2006-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {4224 LNCS},
pages = {1067–1078},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma147720,
title = {Mining structural databases: An Evolutionary Multi-Objetive Conceptual Clustering methodology},
author = {R. Romero-Zaliz and C. Rubio-Escudero and O. Cordón and O. Harari and C. Del Val and I. Zwir},
url = {https://prisma.us.es/publicacion/147720},
doi = {10.1007/11732242_15},
year  = {2006},
date = {2006-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {3907 LNCS},
pages = {159–171},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma147719,
title = {Optimal selection of microarray analysis methods using a conceptual clustering algorithm},
author = {C. Rubio-Escudero and R. Romero-Záliz and O. Cordón and O. Harari and C. Del Val and I. Zwir},
url = {https://prisma.us.es/publicacion/147719},
doi = {10.1007/11732242_16},
year  = {2006},
date = {2006-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {3907 LNCS},
pages = {172–183},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma61501,
title = {A measure for data set editing by ordered projections},
author = {JS Aguilar-Ruiz and JA Nepomuceno and N Diaz-Diaz and I Nepomuceno},
url = {https://prisma.us.es/publicacion/61501},
year  = {2006},
date = {2006-01-01},
journal = {ADVANCES IN APPLIED ARTIFICIAL INTELLIGENCE, PROCEEDINGS},
volume = {4031},
pages = {1339–1348},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma61498,
title = {Databases reduction simultaneously by ordered projection},
author = {I Nepomuceno and JA Nepomuceno and R Ruiz and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/61498},
year  = {2006},
date = {2006-01-01},
journal = {DISCOVERY SCIENCE, PROCEEDINGS},
volume = {4265},
pages = {337–341},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma61502,
title = {Neighborhood-based clustering of gene-gene interactions},
author = {N Diaz-Diaz and DS Rodriguez-Baena and I Nepomuceno and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/61502},
year  = {2006},
date = {2006-01-01},
journal = {INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2006, PROCEEDINGS},
volume = {4224},
pages = {1111–1120},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma66212,
title = {Gene ranking from microarray data for cancer classification - A machine learning approach},
author = {R Ruiz and B Pontes and R Giraldez and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/66212},
year  = {2006},
date = {2006-01-01},
journal = {KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS},
volume = {4252},
pages = {1272–1280},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma66211,
title = {Shifting patterns discovery in microarrays with evolutionary algorithms},
author = {B Pontes and R Giraldez and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/66211},
year  = {2006},
date = {2006-01-01},
journal = {KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS},
volume = {4252},
pages = {1264–1271},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@book{prisma124890,
title = {Actas del III Taller de Minería de Datos y Aprendizaje},
author = {Roberto Ruiz and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/124890},
year  = {2005},
date = {2005-01-01},
urldate = {2005-01-01},
booktitle = {Libro},
note = {Tipo en PRISMA: Libro.},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
@article{prisma68273,
title = {Analysis of feature rankings for classification},
author = {R Ruiz and JS Aguilar-Ruiz and JC Riquelme and N Diaz-Diaz},
url = {https://prisma.us.es/publicacion/68273},
doi = {10.1007/11552253_33},
year  = {2005},
date = {2005-01-01},
journal = {ADVANCES IN INTELLIGENT DATA ANALYSIS VI, PROCEEDINGS},
volume = {3646},
pages = {362–372},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@incollection{prisma184510,
title = {Aprendizaje Incremental de Reglas en Data Streams},
author = {Francisco Javier Ferrer Troyano and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/184510},
year  = {2005},
date = {2005-01-01},
booktitle = {Actas del III Taller de Minería de Datos y Aprendizaje},
pages = {261–270},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{prisma184511,
title = {Búsqueda secuencial de subconjuntos de atributos sobre un ranking},
author = {Roberto Ruiz and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/184511},
year  = {2005},
date = {2005-01-01},
booktitle = {Actas del III Taller de Minería de Datos y Aprendizaje},
pages = {251–260},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{prisma227101,
title = {Heuristic Search over a Ranking for Feature Selection},
author = {Roberto Ruiz and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/227101},
year  = {2005},
date = {2005-01-01},
booktitle = {Computational intelligence and bioinspired systems. 8th International Work-Conference on Artificial Neural Networks IWANN 2005: Vilanova i la Geltrú, Barcelona, Spain. June 8-10, 2005. Proceedings},
pages = {742–749},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma68276,
title = {Heuristic search over a ranking for feature selection},
author = {R Ruiz and JC Riquelme and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/68276},
doi = {10.1007/11494669_91},
year  = {2005},
date = {2005-01-01},
journal = {COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS},
volume = {3512},
pages = {742–749},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma148256,
title = {Incremental rule learning based on example nearness from numerical data streams},
author = {Francisco Ferrer-Troyano and Jesus S. Aguilar-Ruiz and Jose C. Riquelme},
url = {https://prisma.us.es/publicacion/148256},
doi = {10.1145/1066677.1066808},
year  = {2005},
date = {2005-01-01},
booktitle = {Proceedings of the ACM Symposium on Applied Computing},
volume = {1},
pages = {568–572},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma148266,
title = {Learning decision rules by means of hybrid-encoded evolutionary algorithms},
author = {JC Riquelme and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/148266},
doi = {10.1007/1-84628-117-2_12},
year  = {2005},
date = {2005-01-01},
booktitle = {INFORMATION PROCESSING WITH EVOLUTIONARY ALGORITHMS},
pages = {159–175},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{faj05,
title = {Connecting Segments for Visual Data Exploration and Interactive Mining of Decision Rules},
author = {F Ferrer-Troyano and J S Aguilar-Ruiz and Riquelme Jc.},
doi = {10.3217/jucs-011-11-1835},
year  = {2005},
date = {2005-01-01},
journal = {Journal of Universal Computer Science},
volume = {11},
number = {11},
pages = {1835-1848},
note = {IF 0.337, 68/79 Q4, Soft Eng 64/71 Th. Meth. Q4},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{faj05b,
title = {Incremental Rule Learning and Border Examples Selection from Numerical Data Streams},
author = {F Ferrer-Troyano and J S Aguilar-Ruiz and Riquelme Jc.},
doi = {10.3217/jucs-011-08-1426},
year  = {2005},
date = {2005-01-01},
journal = {Journal of Universal Computer Science},
volume = {11},
number = {8},
pages = {1426-1439},
note = {IF 0.337, 68/79 Q4, Soft Eng 64/71 Th. Meth. Q4},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{gaj05,
title = {Knowledge-based Fast Evaluation for Evolutionary Learning},
author = {R Giráldez and J S Aguilar-Ruiz and Riquelme Jc.},
doi = {10.1109/TSMCC.2004.841904},
year  = {2005},
date = {2005-01-01},
journal = {IEEE Systems, Man and Cybernetics Part C},
volume = {35},
number = {2},
pages = {254-261},
note = {IF 0.706, 7/18 Cyb Q2, 48/79 Art Int Q3, 49/83 Int App Q3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma120227,
title = {A Tool for Using The SBML Format To Represent P Systems Which Model Biological Reaction Networks},
author = {Isabel Angeles Nepomuceno Chamorro and Juan Antonio Nepomuceno Chamorro and Francisco José Romero Campero},
url = {https://prisma.us.es/publicacion/120227},
year  = {2005},
date = {2005-01-01},
booktitle = {Third Brainstorming Week on Membrane Computing},
pages = {219–228},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma61500,
title = {An approach to reduce the cost of evaluation in evolutionary learning},
author = {R Giraldez and N Diaz-Diaz and I Nepomuceno and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/61500},
year  = {2005},
date = {2005-01-01},
journal = {COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS},
volume = {3512},
pages = {804–811},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@inproceedings{prisma148262,
title = {Feature selection based on bootstrapping},
author = {Norberto Diaz-Diaz and Jesus S. Aguilar-Ruiz and Juan A. Nepomuceno and Jorge García},
url = {https://prisma.us.es/publicacion/148262},
year  = {2005},
date = {2005-01-01},
booktitle = {2005 ICSC Congress on Computational Intelligence Methods and Applications},
volume = {2005},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma120229,
title = {Un nuevo modelo de computación: La computación cuántica},
author = {Juan Antonio Nepomuceno Chamorro},
url = {https://prisma.us.es/publicacion/120229},
year  = {2005},
date = {2005-01-01},
booktitle = {Modelos de computación molecular, celular y cuántica},
pages = {83–155},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@inproceedings{prisma248307,
title = {Control de la planta de los cuatro tanques mediante la realización de una pasarela Matlab-HTTP-OPC.},
author = {César Reyes and A. Cepeda and Beatriz Pontes Balanza and Ignacio Alvarado Aldea and Eduardo Fernández Camacho},
url = {https://prisma.us.es/publicacion/248307},
year  = {2005},
date = {2005-01-01},
booktitle = {XXVI Jornadas de Automática: 7-10 de septiembre de 2005, Alicante-Elche},
pages = {383–388},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma248308,
title = {Gestión e implementación de una pasarela HTTP-OPC aplicado a una planta solar},
author = {Beatriz Pontes Balanza and A. Cepeda and Eduardo Fernández Camacho},
url = {https://prisma.us.es/publicacion/248308},
year  = {2005},
date = {2005-01-01},
booktitle = {XXVI Jornadas de Automática: 7-10 de septiembre de 2005, Alicante-Elche},
pages = {377–382},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma148793,
title = {Application of a KDD metodolocy to a real industrial process},
author = {Victoria Pachón and Jacinto Mata and Francisco Roche and Jose C. Riquelme and Jose María Tejera},
url = {https://prisma.us.es/publicacion/148793},
year  = {2004},
date = {2004-01-01},
booktitle = {Soft Computing with Industrial Applications - Proceedings of the Sixth Biannual World Automation Congress},
pages = {495–500},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma148791,
title = {Application of a KDD metodology to a real industrial process},
author = {V Pachon and J Mata and F Roche and JC Riquelme},
url = {https://prisma.us.es/publicacion/148791},
year  = {2004},
date = {2004-01-01},
booktitle = {SOFT COMPUTING WITH INDUSTRIAL APPLICATIONS, VOL 17},
volume = {17},
pages = {495–500},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma148790,
title = {Application of evolutionary computation techniques to the optimal short-term scheduling of the electrical energy production},
author = {Alicia Troncoso Lora and José Cristóbal Riquelme Santos and Jose Luis Martinez Ramos and Jesus M. Riquelme Santos and Antonio Gomez Exposito},
url = {https://prisma.us.es/publicacion/148790},
doi = {10.1007/978-3-540-25945-9_65},
year  = {2004},
date = {2004-01-01},
booktitle = {CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE},
volume = {3040},
pages = {656–665},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma148794,
title = {Applying data mining to software development projects: A case study},
author = {Jacinto Mata and José Luis Álvarez and Jose Cristóbal Riquelme and Isabel Ramos},
url = {https://prisma.us.es/publicacion/148794},
year  = {2004},
date = {2004-01-01},
booktitle = {ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems},
pages = {54–60},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma244820,
title = {Aprendizaje evolutivo de reglas: mejoras en la codificación y evaluación de individuos},
author = {Raúl Giráldez and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/244820},
year  = {2004},
date = {2004-01-01},
booktitle = {Tendencias de la minería de datos en España: Red Española de Minería de Datos y Aprendizaje (TIC2002-11124-E)},
pages = {307–318},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma68272,
title = {Clustering Main Concepts from e-Mails},
author = {Jesus Salvador Aguilar-Ruiz and Domingo Savio Rodríguez-Baena and José Cristóbal Riquelme-Santos},
url = {https://prisma.us.es/publicacion/68272},
doi = {10.1007/978-3-540-25945-9_23},
year  = {2004},
date = {2004-01-01},
journal = {Lecture Notes in Computer Science},
volume = {3040},
pages = {231–240},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma148792,
title = {Data mining approaches to diffuse large B-cell lymphoma gene expression data interpretation},
author = {J. S. Aguilar-Ruiz and F. Azuaje and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/148792},
doi = {10.1007/978-3-540-30076-2_28},
year  = {2004},
date = {2004-01-01},
journal = {DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS},
volume = {3181},
pages = {279–288},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma68292,
title = {Data mining for the management of software development process},
author = {JL Alvarez-Macias and J Mata-Vasquez and JC Riquelme-Santos},
url = {https://prisma.us.es/publicacion/68292},
doi = {10.1142/S0218194004001841},
year  = {2004},
date = {2004-01-01},
journal = {INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING},
volume = {14},
number = {6},
pages = {665–695},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma148795,
title = {Databases reduction},
author = {Roberto Ruiz and José C. Riquelme and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/148795},
year  = {2004},
date = {2004-01-01},
booktitle = {ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems},
pages = {98–103},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma148779,
title = {Discovering decision rules from numerical data streams},
author = {Francisco Ferrer-Troyano and Jesús S. Aguilar-Ruiz and José C. Riquelme},
url = {https://prisma.us.es/publicacion/148779},
doi = {10.1145/967900.968036},
year  = {2004},
date = {2004-01-01},
booktitle = {Proceedings of the ACM Symposium on Applied Computing},
volume = {1},
pages = {649–653},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma135762,
title = {Estimación de variables en proyectos de desarrollo de software (PDS)},
author = {Javier Aroba Páez and Isabel Ramos Román and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/135762},
year  = {2004},
date = {2004-01-01},
journal = {Revista de procesos y métricas de las tecnologías de la información},
volume = {1},
number = {2},
pages = {3–12},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@incollection{prisma244821,
title = {Evaluación de rankings de atributos para clasificación},
author = {Roberto Ruiz and Jesús Salvador Aguilar-Ruiz and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/244821},
year  = {2004},
date = {2004-01-01},
booktitle = {Tendencias de la minería de datos en España: Red Española de Minería de Datos y Aprendizaje (TIC2002-11124-E)},
pages = {319–336},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma57597,
title = {MODELAD DINÁMICO Y APRENDIZAJE AUTOMÁTICO APLICADO A LA GESTIÓN DE PROYECTOS SOFTWARE},
author = {Isabel Ramos-Román and Mercedes Ruiz-Carreira and Manuel Mejías-Risoto and Javier Aroba-Paez and José Cristóbal Riquelme-Santos and Jesus Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/57597},
year  = {2004},
date = {2004-01-01},
journal = {Revista de procesos y métricas de las tecnologías de la información},
volume = {1},
number = {3},
pages = {21–28},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma135077,
title = {Modelado dinámico y aprendizaje automático aplicado a la gestión de proyectos software},
author = {Isabel Ramos Román and Mercedes Ruiz Carreira and Javier Aroba Páez and Manuel Mejías Risoto and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz and Jacinto Mata Vázquez and José Luis Álvarez Macías and Raúl Giráldez and Francisco Javier Ferrer Troyano and Roberto Ruiz},
url = {https://prisma.us.es/publicacion/135077},
year  = {2004},
date = {2004-01-01},
journal = {Revista de procesos y métricas de las tecnologías de la información},
volume = {1},
number = {3},
pages = {21–28},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma39981,
title = {Multidimensional data visual exploration by interactive information segments},
author = {FJ Ferrer-Troyano and JS Aguilar-Ruiz and JC Riquelme},
url = {https://prisma.us.es/publicacion/39981},
doi = {10.1007/978-3-540-30076-2_24},
year  = {2004},
date = {2004-01-01},
journal = {DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS},
volume = {3181},
pages = {239–248},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@book{prisma244817,
title = {Tendencias de la minería de datos en España: Red Española de Minería de Datos y Aprendizaje (TIC2002-11124-E)},
author = {Raúl Giráldez and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/244817},
year  = {2004},
date = {2004-01-01},
urldate = {2004-01-01},
booktitle = {Libro},
note = {Tipo en PRISMA: Libro.},
keywords = {},
pubstate = {published},
tppubtype = {book}
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@article{prisma45638,
title = {Time-series prediction: Application to the short-term electric energy demand},
author = {AT Lora and JMR Santos and JC Riquelme and AG Exposito and JLM Ramos},
url = {https://prisma.us.es/publicacion/45638},
doi = {10.1007/978-3-540-25945-9_57},
year  = {2004},
date = {2004-01-01},
journal = {CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE},
volume = {3040},
pages = {577–586},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma68262,
title = {Wrapper for ranking feature selection},
author = {R Ruiz and JS Aguilar-Ruiz and JC Riquelme},
url = {https://prisma.us.es/publicacion/68262},
doi = {10.1007/978-3-540-28651-6_56},
year  = {2004},
date = {2004-01-01},
journal = {INTELLIGENT DAA ENGINEERING AND AUTOMATED LEARNING IDEAL 2004, PROCEEDINGS},
volume = {3177},
pages = {384–389},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma148786,
title = {Evolutionary segmentation of yeast genome},
author = {Daniel Mateos and José C. Riquelme and Jesús S. Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/148786},
doi = {10.1145/967900.968108},
year  = {2004},
date = {2004-01-01},
booktitle = {Proceedings of the ACM Symposium on Applied Computing},
volume = {2},
pages = {1026–1027},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma57094,
title = {Statistical test-based evolutionary segmentation of yeast genome},
author = {JS Aguilar-Ruiz and D Mateos and R Giraldez and JC Riquelme},
url = {https://prisma.us.es/publicacion/57094},
doi = {10.1007/978-3-540-24854-5_49},
year  = {2004},
date = {2004-01-01},
journal = {GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2004, PT 1, PROCEEDINGS},
volume = {3102},
pages = {493–494},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma120228,
title = {A Java Simulator for Basic Transition P Systems},
author = {Isabel Ángeles Nepomuceno Chamorro},
url = {https://prisma.us.es/publicacion/120228},
year  = {2004},
date = {2004-01-01},
booktitle = {Second Brainstorming Week On Membrane Computing},
pages = {309–315},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma61505,
title = {A Java simulator for membrane computing},
author = {IA Nepomuceno-Chamorro},
url = {https://prisma.us.es/publicacion/61505},
year  = {2004},
date = {2004-01-01},
journal = {JOURNAL OF UNIVERSAL COMPUTER SCIENCE},
volume = {10},
number = {5},
pages = {620–629},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma149199,
title = {A data mining method to support decision making in software development projects},
author = {J. L. Álvarez and J. Mata and J. C. Riquelme and I. Ramos},
url = {https://prisma.us.es/publicacion/149199},
year  = {2003},
date = {2003-01-01},
booktitle = {ICEIS 2003 - Proceedings of the 5th International Conference on Enterprise Information Systems},
volume = {2},
pages = {11–18},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma149198,
title = {An efficient data structure for decision rules discovery},
author = {Raúl Giráldez and Jesús S. Aguilar-Ruiz and José C. Riquelme},
url = {https://prisma.us.es/publicacion/149198},
doi = {10.1145/952532.952626},
year  = {2003},
date = {2003-01-01},
booktitle = {Proceedings of the ACM Symposium on Applied Computing},
pages = {475–479},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma39985,
title = {Empirical evaluation of the difficulty of finding a good value of k for the nearest neighbor},
author = {LJ Ferrer-Troyano and JS Aguilar-Ruiz and JC Riquelme},
url = {https://prisma.us.es/publicacion/39985},
doi = {10.1007/3-540-44862-4_83},
year  = {2003},
date = {2003-01-01},
journal = {COMPUTATIONAL SCIENCE - ICCS 2003, PT II, PROCEEDINGS},
volume = {2658},
pages = {766–773},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma68263,
title = {Fast feature ranking algorithm},
author = {R Ruiz and JC Riquelme and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/68263},
doi = {10.1007/978-3-540-45224-9_46},
year  = {2003},
date = {2003-01-01},
journal = {KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS},
volume = {2773},
pages = {325–331},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma68267,
title = {Fast feature selection by means of projections},
author = {R Ruiz and JC Riquelme and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/68267},
doi = {10.1007/3-540-45034-3_46},
year  = {2003},
date = {2003-01-01},
journal = {DEVELOPMENTS IN APPLIED ARTIFICIAL INTELLIGENCE},
volume = {2718},
pages = {461–470},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma45639,
title = {Influence of kNN-based load forecasting errors on optimal energy production},
author = {AT Lora and JC Riquelme and JLM Ramos and JMR Santos and AG Exposito},
url = {https://prisma.us.es/publicacion/45639},
doi = {10.1007/978-3-540-24580-3_26},
year  = {2003},
date = {2003-01-01},
journal = {PROGRESS IN ARTIFICIAL INTELLIGENCE-B},
volume = {2902},
pages = {189–203},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma124892,
title = {Minería de textos y datos aplicadas a la obtención de ontologías a partir de mensajes de correo electrónico},
author = {Paul R. Cohen and Domingo Savio Rodríguez Baena and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/124892},
year  = {2003},
date = {2003-01-01},
booktitle = {VIII Jornadas de Ingeniería del Software y Bases de Datos: actas : (JISBD'03), Alicante, del 12 al 14 de noviembre de 2003},
pages = {645–654},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma39987,
title = {Mining low dimensionality data streams of continuous attributes},
author = {FJ Ferrer-Troyano and JS Aguilar-Ruiz and JC Riquelme},
url = {https://prisma.us.es/publicacion/39987},
doi = {10.1007/978-3-540-24580-3_33},
year  = {2003},
date = {2003-01-01},
journal = {PROGRESS IN ARTIFICIAL INTELLIGENCE-B},
volume = {2902},
pages = {264–278},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma68278,
title = {Natural coding: A more efficient representation for evolutionary learning},
author = {R Giraldez and JS Aguilar-Ruiz and JC Riquelme},
url = {https://prisma.us.es/publicacion/68278},
doi = {10.1007/3-540-45105-6_109},
year  = {2003},
date = {2003-01-01},
journal = {GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS},
volume = {2723},
pages = {979–990},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma68269,
title = {NLC: A measure based on projections},
author = {R Ruiz and JC Riquelme and JS Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/68269},
doi = {10.1007/978-3-540-45227-0_88},
year  = {2003},
date = {2003-01-01},
journal = {DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS},
volume = {2736},
pages = {907–916},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma149190,
title = {Prototype-based mining of numeric data streams},
author = {Francisco Ferrer-Troyano and Jesús S. Aguilar-Ruiz and José C. Riquelme},
url = {https://prisma.us.es/publicacion/149190},
doi = {10.1145/952613.952627},
year  = {2003},
date = {2003-01-01},
booktitle = {Proceedings of the ACM Symposium on Applied Computing},
pages = {480–484},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma227102,
title = {Sección de bases de datos. reducción de bases de datos},
author = {José Cristobal Riquelme Santos and Roberto Ruiz and Jesús Salvador Aguilar-Ruiz},
url = {https://prisma.us.es/publicacion/227102},
year  = {2003},
date = {2003-01-01},
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pages = {469–478},
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@inproceedings{prisma149197,
title = {Visualization techniques of management rules for software development projects},
author = {J. Mata and J. L. Alvarez and J. C. Riquelme and I. Ramos and J. S. Aguilar and F. Ferrer},
url = {https://prisma.us.es/publicacion/149197},
doi = {10.1109/QSIC.2003.1319122},
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date = {2003-01-01},
booktitle = {THIRD INTERNATIONAL CONFERENCE ON QUALITY SOFTWARE, PROCEEDINGS},
volume = {2003-January},
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pubstate = {published},
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@article{art03,
title = {Evolutionary Learning of Hierarchical Decision Rules},
author = {J Aguilar-Ruiz and J C Riquelme and M Toro},
doi = {10.1109/TSMCB.2002.805696},
year  = {2003},
date = {2003-01-01},
journal = {IEEE Systems, Man and Cybernetics Part B},
volume = {33},
number = {2},
pages = {324-331},
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pubstate = {published},
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@article{rat03,
title = {Finding representative patterns with ordered projections},
author = {J C Riquelme and J S Aguilar-Ruiz and M Toro},
doi = {10.1016/S0031-3203(02)00119-X},
year  = {2003},
date = {2003-01-01},
journal = {Pattern Recognition},
volume = {36},
number = {4},
pages = {1009-1018},
note = {IF 1.611, 22/77 Art Int Q2, 37/205 Eng Elec Q1},
keywords = {},
pubstate = {published},
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@article{Riquelme0000,
title = {Supervised Learning by means of Accuracy-aware Evolutionary Algorithms},
author = {J C Riquelme and J S Aguilar-Ruiz and C del Valle},
doi = {10.1016/S0020-0255(03)00175-0},
year  = {2003},
date = {2003-01-01},
journal = {Information Sciences},
volume = {156},
number = {3-4},
pages = {173-188},
note = {IF: 0.447, 58/78 Inf Sys Q3},
keywords = {},
pubstate = {published},
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@incollection{prisma212426,
title = {Algoritmo de aprendizaje de reglas de decisión a partir de flujos de datos transaccionales},
author = {Francisco Javier Ferrer Troyano and Jesús Salvador Aguilar-Ruiz and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/212426},
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date = {2002-01-01},
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@inproceedings{prisma149639,
title = {An evolutionary algorithm to discover numeric association rules},
author = {J. Mata and J. L. Alvarez and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/149639},
doi = {10.1145/508895.508905},
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booktitle = {Proceedings of the ACM Symposium on Applied Computing},
pages = {590–594},
keywords = {},
pubstate = {published},
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@inproceedings{prisma68264,
title = {Discovering numeric association rules via evolutionary algorithm},
author = {Jacinto Mata and José Luis Alvarez and José Cristobal Riquelme},
url = {https://prisma.us.es/publicacion/68264},
doi = {10.1007/3-540-47887-6_5},
year  = {2002},
date = {2002-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {2336},
pages = {40–51},
keywords = {},
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@inproceedings{prisma45637,
title = {Electricity market price forecasting: neural networks versus weighted-distance k nearest neighbours},
author = {Alicia Troncoso-Lora and Jesus M. Riquelme-Santos and José Cristóbal Riquelme-Santos and Jose Luis Martinez-Ramos and Antonio Gomez-Exposito},
url = {https://prisma.us.es/publicacion/45637},
doi = {10.1007/3-540-46146-9_32},
year  = {2002},
date = {2002-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {2453},
pages = {321–330},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@article{prisma67517,
title = {Generation of management rules through system dynamics and evolutionary computation},
author = {JS Aguilar-Ruiz and JC Riquelme and D Rodriguez and I Ramos},
url = {https://prisma.us.es/publicacion/67517},
doi = {10.1007/3-540-36209-6_50},
year  = {2002},
date = {2002-01-01},
journal = {PRODUCT FOCUSED SOFTWARE PROCESS IMPROVEMENT, PROCEEDINGS},
volume = {2559},
pages = {615–628},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@inproceedings{prisma149638,
title = {Guest-editorial: The 8th ibero-american conference on artificial intelligence (IBERAMIA'02)},
author = {José C. Riquelme and Francisco J. Garijo and Miguel Toro},
url = {https://prisma.us.es/publicacion/149638},
year  = {2002},
date = {2002-01-01},
booktitle = {Journal of Intelligent & Fuzzy Systems},
volume = {12},
number = {3-4},
pages = {133–134},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma68265,
title = {Improving the evolutionary coding for machine learning tasks},
author = {JS Aguilar-Ruiz and JC Riquelme and C Del Valle},
url = {https://prisma.us.es/publicacion/68265},
year  = {2002},
date = {2002-01-01},
booktitle = {ECAI 2002: 15TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS},
volume = {77},
pages = {173–177},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma212427,
title = {Indexación de datos para la evaluación rápida de reglas de decisión},
author = {Raúl Giráldez and Jesús Salvador Aguilar-Ruiz and José Cristobal Riquelme Santos and Daniel Mateos San Martín},
url = {https://prisma.us.es/publicacion/212427},
year  = {2002},
date = {2002-01-01},
booktitle = {VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002)},
pages = {35–44},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@incollection{prisma149635,
title = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface},
author = {Francisco J. Garijo and Miguel Toro Bonilla and José C. Riquelme Santos},
url = {https://prisma.us.es/publicacion/149635},
year  = {2002},
date = {2002-01-01},
urldate = {2002-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {2527 LNAI},
note = {Tipo en PRISMA: Editorial.},
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@inproceedings{prisma149640,
title = {Mining interesting regions using an evolutionary algorithm},
author = {J. L. Álvarez and J. Mata and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/149640},
doi = {10.1145/508884.508885},
year  = {2002},
date = {2002-01-01},
booktitle = {Proceedings of the ACM Symposium on Applied Computing},
pages = {498–502},
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@incollection{prisma149636,
title = {Preface},
author = {Francisco J. Garijo and Miguel Toro Bonilla and José C. Riquelme Santos},
url = {https://prisma.us.es/publicacion/149636},
year  = {2002},
date = {2002-01-01},
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@article{prisma68277,
title = {SOAP: Efficient feature selection of numeric attributes},
author = {R Ruiz and JS Aguilar-Ruiz and JC Riquelme},
url = {https://prisma.us.es/publicacion/68277},
doi = {10.1007/3-540-36131-6_24},
year  = {2002},
date = {2002-01-01},
journal = {Advances in Artificial Intelligence - IBERAMIA 2002 : 8th Ibero-American Conference on AI, Seville, Spain, November 12-15, 2002, proceedings},
volume = {2527},
pages = {233–242},
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@incollection{prisma212423,
title = {Técnicas de visualización de reglas de gestión para proyectos de desarrollo software},
author = {José Cristobal Riquelme Santos and Isabel Ramos and José Luis Álvarez Macías and Jacinto Mata Vázquez and Jesús Salvador Aguilar-Ruiz and Francisco Javier Ferrer Troyano},
url = {https://prisma.us.es/publicacion/212423},
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date = {2002-01-01},
booktitle = {VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002)},
pages = {283–292},
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@article{prisma68321,
title = {The 8th Ibero-American Conference on Artificial Intelligence (IBERAMIA'02)},
author = {JC Riquelme and FJ Garijo and M Toro},
url = {https://prisma.us.es/publicacion/68321},
year  = {2002},
date = {2002-01-01},
urldate = {2002-01-01},
booktitle = {Journal of Intelligent & Fuzzy Systems},
journal = {Journal of Intelligent & Fuzzy Systems},
volume = {12},
number = {3-4},
pages = {133–134},
note = {Tipo en PRISMA: Editorial.},
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@incollection{prisma212424,
title = {Una comparativa de métodos para la estimación del esfuerzo en programmas 4GL: Experiencias con Estadística y Minería de Datos},
author = {Macario Polo Usaola and José Cristobal Riquelme Santos and Mario G. Piattini Velthuis and Jesús Salvador Aguilar-Ruiz and Francisco Javier Ferrer Troyano},
url = {https://prisma.us.es/publicacion/212424},
year  = {2002},
date = {2002-01-01},
booktitle = {VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002)},
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@article{rra02,
title = {Projection-based measure for efficient feature selection},
author = {R Ruiz and J C Riquelme and J S Aguilar-Ruiz},
year  = {2002},
date = {2002-01-01},
journal = {Journal of Intelligent and Fuzzy Systems},
volume = {12},
number = {3-4},
pages = {175-183},
note = {IF: 0.092, 70/74 Artif Int Q4},
keywords = {},
pubstate = {published},
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@incollection{prisma212425,
title = {Visualización de consultas mediante segmentación de dimensiones significativas},
author = {Francisco Javier Ferrer Troyano and Jesús Salvador Aguilar-Ruiz and José Cristobal Riquelme Santos and Daniel Mateos García},
url = {https://prisma.us.es/publicacion/212425},
year  = {2002},
date = {2002-01-01},
booktitle = {VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002)},
pages = {45–54},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
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@inproceedings{prisma150312,
title = {Analysis of environmental thresholds for runoff and erosion through qualitative reasoning methods},
author = {CG Vallejo and F Rodriguez and S Bautista and JC Riquelme},
url = {https://prisma.us.es/publicacion/150312},
year  = {2001},
date = {2001-01-01},
booktitle = {ECOSYSTEMS AND SUSTAINABLE DEVELOPMENT III},
volume = {10},
pages = {259–268},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@article{rrct01,
title = {An evolutionary and local search algorithm for motion planning of two manipulators},
author = {M A Ridao and J C Riquelme and E F Camacho and M Toro},
doi = {10.1002/rob.1037},
year  = {2001},
date = {2001-01-01},
journal = {Journal of Robotic System},
volume = {18},
number = {8},
pages = {463-476},
note = {IF: 0.505, 6/12 Robotics Q2},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{prisma68286,
title = {Data set editing by ordered projection},
author = {Jesús S. Aguilar and José C. Riquelme and Miguel Toro},
url = {https://prisma.us.es/publicacion/68286},
doi = {10.3233/ida-2001-5504},
year  = {2001},
date = {2001-01-01},
journal = {Intelligent Data Analysis},
volume = {5},
number = {5},
pages = {405–417},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{arrt01,
title = {An evolutionary approach to estimating software development projects},
author = {J Aguilar and I Ramos and J C Riquelme and M Toro},
doi = {10.1016/S0950-5849(01)00193-8},
year  = {2001},
date = {2001-01-01},
journal = {Information and Software Technology},
volume = {43},
number = {14},
pages = {875-882},
note = {IF: 0.257, 60/73 Inf Syst Q4, 59/60 Soft Eng Q4},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{prisma227099,
title = {Diferencias sociodemográficas y de utilización del servicio entre las primeras consultas programadas y urgentes en un Centro de Salud Mental},
author = {M. Conde and Ignacio Martín Tamayo and Asunción Luque Budia and Javier Otero and Carmen Jiménez and J. Vera and José Cristobal Riquelme Santos and L. Mantrana},
url = {https://prisma.us.es/publicacion/227099},
year  = {2001},
date = {2001-01-01},
journal = {Psiquis: Revista de Psiquiatría, Psicología y Psicosomática},
volume = {22},
number = {3},
pages = {12–23},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@inproceedings{prisma150313,
title = {Mining numeric association rules with genetic algorithms},
author = {J Mata and JL Alvarez and JC Riquelme},
url = {https://prisma.us.es/publicacion/150313},
year  = {2001},
date = {2001-01-01},
booktitle = {ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS},
pages = {264–267},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma150304,
title = {Non-parametric Nearest Neighbor with local adaptation},
author = {Francisco J. Ferrer-Troyano and Jesús S. Aguilar-Ruiz and José C. Riquelme},
url = {https://prisma.us.es/publicacion/150304},
doi = {10.1007/3-540-45329-6_6},
year  = {2001},
date = {2001-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {2258 LNAI},
pages = {22–29},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma68291,
title = {OBLIC: Classification system using evolutionary algorithm},
author = {J. L. Alvarez and J. Mata and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/68291},
doi = {10.1007/3-540-45723-2_78},
year  = {2001},
date = {2001-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {2085 LNCS},
number = {PART 2},
pages = {644–651},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma102216,
title = {Orientando a aspectos la captura de datos de Internet para activar reglas de decisión en agentes web},
author = {José Miguel Toro Bonilla and Jesús Salvador Aguilar-Ruiz and José Cristobal Riquelme Santos and Rafael Corchuelo Gil and José Luis Arjona Fernández},
url = {https://prisma.us.es/publicacion/102216},
year  = {2001},
date = {2001-01-01},
booktitle = {JISBD'2001 : jornadas de ingeniería del software y bases de datos : 21 y 23 de noviembre de 2001, Almagro (Ciudad Real)},
pages = {113–127},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma129754,
title = {SEGESOFT: entorno de entrenamiento para la gestión de proyectos software},
author = {José Miguel Toro Bonilla and Isidro Ramos Salavert and J. Aguilar-Ruiz and F. Ferrer and J. C. Riquelme},
url = {https://prisma.us.es/publicacion/129754},
year  = {2001},
date = {2001-01-01},
booktitle = {JISBD'2001 : jornadas de ingeniería del software y bases de datos : 21 y 23 de noviembre de 2001, Almagro (Ciudad Real)},
pages = {131–144},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@article{prisma68275,
title = {Separation surfaces through genetic programming},
author = {José C. Riquelme and Raúl Giráldez and Jesús S. Aguilar and Roberto Ruiz},
url = {https://prisma.us.es/publicacion/68275},
doi = {10.1007/3-540-45517-5_47},
year  = {2001},
date = {2001-01-01},
journal = {Lecture Notes in Computer Science},
volume = {2070},
pages = {428–433},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma68274,
title = {SNN: A supervised clustering algorithm},
author = {Jesús S. Aguilar and Roberto Ruiz and José C. Riquelme and Raúl Giráldez},
url = {https://prisma.us.es/publicacion/68274},
doi = {10.1007/3-540-45517-5_24},
year  = {2001},
date = {2001-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {2070},
pages = {207–216},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma150315,
title = {Sociodemographic and service utilization differences between regular and urgent initial conultations in a Community Mental Health Center},
author = {A. Luque and M. Conde and J. C. Riquelme and L. Mantrana and C. Jiménez and I. Martín and J. Otero and J. Vera},
url = {https://prisma.us.es/publicacion/150315},
year  = {2001},
date = {2001-01-01},
journal = {Psiquis: Revista de Psiquiatría, Psicología y Psicosomática},
volume = {22},
number = {3},
pages = {24–30},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma150314,
title = {Data set editing by ordered projection},
author = {JS Aguilar and JC Riquelme and M Toro},
url = {https://prisma.us.es/publicacion/150314},
year  = {2000},
date = {2000-01-01},
booktitle = {ECAI 2000: 14TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS},
volume = {54},
pages = {251–255},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@incollection{prisma244819,
title = {Mejoras en la toma de decisiones en proyectos de software. Aplicaciones de técnicas de lógica borrosa},
author = {Javier Aroba Páez and Isabel Ramos Román and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/244819},
year  = {2000},
date = {2000-01-01},
booktitle = {ACTAS DE LAS V JORNADAS DE INGENIERÍA DEL SOFTWARE Y BASES DE DATOS: JISBD 2000},
pages = {153–162},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@article{prisma124205,
title = {Un nuevo enfoque en la estimación y gestión de proyectos},
author = {Isabel Ramos Román and José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz and Mercedes Ruiz Carreira},
url = {https://prisma.us.es/publicacion/124205},
year  = {2000},
date = {2000-01-01},
journal = {Libro de ponencias},
pages = {35–46},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma213909,
title = {Una propuesta para asignaturas de Introducción a la Programación},
author = {Jesús Salvador Aguilar-Ruiz and José Mariano González Romano and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/213909},
year  = {2000},
date = {2000-01-01},
booktitle = {VI Jornadas sobre la Enseñanza Universitaria de la Informática: JENUI 2000 : Libro de Comunicaciones},
pages = {522–529},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma150841,
title = {A decision queue based on genetic algorithms: Axis-parallel classifier versus rotated hyperboxes},
author = {José Riquelme and Jesús Aguilar and Miguel Toro},
url = {https://prisma.us.es/publicacion/150841},
year  = {1999},
date = {1999-01-01},
journal = {Computational Intelligence and Applications},
pages = {123–128},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{prisma150842,
title = {Automatic generation of collision-free programs for multiple manipulators using evolutive algorithms},
author = {Miguel A. Ridao and J. Riquelme and E. F. Camacho and M. Toro},
url = {https://prisma.us.es/publicacion/150842},
year  = {1999},
date = {1999-01-01},
journal = {Computational Intelligence and Applications},
pages = {239–244},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@inproceedings{prisma124894,
title = {CGO y COBLI: clasificadores oblícuos basados en algoritmos genéticos},
author = {José Cristobal Riquelme Santos and Jacinto Mata Vázquez and José Luis Álvarez Macías and José Mora Pérez},
url = {https://prisma.us.es/publicacion/124894},
year  = {1999},
date = {1999-01-01},
booktitle = {La representación y la organización del conocimiento en sus distintas perspectivas : su influencia en la recuperación de la información: actas del IV Congreso ISKO-España EOCONSID'99, 22-24 de abril de 1999, Granada},
pages = {143–150},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma150840,
title = {Three geometric approaches for representing decision rules in a supervised learning system},
author = {J Aguilar and J Riquelme and M Toro},
url = {https://prisma.us.es/publicacion/150840},
year  = {1999},
date = {1999-01-01},
booktitle = {GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE},
pages = {771–771},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma68270,
title = {A tool to obtain a hierarchical qualitative rules from quantitative data},
author = {Jesús Aguilar and José Riquelme and Miguel Toro},
url = {https://prisma.us.es/publicacion/68270},
doi = {10.1007/3-540-64582-9_764},
year  = {1998},
date = {1998-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {1415},
pages = {336–346},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{prisma151769,
title = {An evolutionary and local search algorithm for planning two manipulators motion},
author = {M. A. Ridao and J. Riquelme and E. F. Camacho and M. Toro},
url = {https://prisma.us.es/publicacion/151769},
doi = {10.1007/3-540-64574-8_396},
year  = {1998},
date = {1998-01-01},
booktitle = {Lecture Notes in Computer Science},
volume = {14},
number = {16},
pages = {105–114},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@article{prisma68261,
title = {Decision queue classifier for supervised learning using rotated hyperboxes},
author = {J Aguilar and J Riquelme and M Toro},
url = {https://prisma.us.es/publicacion/68261},
doi = {10.1007/3-540-49795-1_29},
year  = {1998},
date = {1998-01-01},
journal = {PROGRESS IN ARTIFICIAL INTELLIGENCE-IBERAMIA 98},
volume = {1484},
pages = {326–336},
keywords = {},
pubstate = {published},
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@article{prisma45631,
title = {Overload screening of transmission systems using neural networks},
author = {José C. Riquelme-Santos and Antonio Gómez-Expósito and José Luis Martínez-Ramos and J. A. Peças-Lopes},
url = {https://prisma.us.es/publicacion/45631},
doi = {10.1007/3-540-64582-9_812},
year  = {1998},
date = {1998-01-01},
journal = {Lecture Notes in Computer Science},
volume = {1415},
pages = {796–803},
keywords = {},
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@inproceedings{prisma227100,
title = {Sistema jerárquico de autoaprenzaje evolutivo con modelado Hiperelíptico},
author = {Jesús Salvador Aguilar-Ruiz and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/227100},
year  = {1998},
date = {1998-01-01},
booktitle = {Innovaciones en informática electrónica y automática},
pages = {54–61},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma124897,
title = {Clasificación mediante programación genética},
author = {José Cristobal Riquelme Santos and F. Fernández Bejarano and P. González Morón and M. Toro},
url = {https://prisma.us.es/publicacion/124897},
year  = {1997},
date = {1997-01-01},
booktitle = {CAEPIA'97: actas},
pages = {571–580},
keywords = {},
pubstate = {published},
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@inproceedings{prisma124898,
title = {COGITO 2.0: una herramienta para obtener un clasificador jerárquico en aprendizaje supervisado},
author = {José Cristobal Riquelme Santos and Jesús Salvador Aguilar-Ruiz and José Miguel Toro Bonilla},
url = {https://prisma.us.es/publicacion/124898},
year  = {1997},
date = {1997-01-01},
booktitle = {CAEPIA'97: actas},
pages = {489–498},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma124896,
title = {COGITO: un sistema de autoaprendizaje basado en algoritmos genéticos},
author = {Jesús Salvador Aguilar-Ruiz and José Cristobal Riquelme Santos and José Miguel Toro Bonilla},
url = {https://prisma.us.es/publicacion/124896},
year  = {1997},
date = {1997-01-01},
booktitle = {III Jornadas de Informática. Actas: El Puerto de Santa María (Cádiz), 14 al 18 de julio 1.997 [sic]},
pages = {79–88},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma153358,
title = {Coordinated motion planning of manipulators by evolution strategies},
author = {MA RIDAO and J RIQUELME and EF CAMACHO and M TORO},
url = {https://prisma.us.es/publicacion/153358},
year  = {1995},
date = {1995-01-01},
booktitle = {APPLICATIONS OF ARTIFICIAL INTELLIGENCE IN ENGINEERING X},
pages = {245–252},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma124893,
title = {Metodología para obtener nuevas características en sistemas de aprendizaje},
author = {José Miguel Toro Bonilla and José Cristobal Riquelme Santos},
url = {https://prisma.us.es/publicacion/124893},
year  = {1995},
date = {1995-01-01},
booktitle = {VI Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 95 : actas : Alicante, 15, 16 y 17 de Noviembre de 1995},
pages = {13–24},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma153359,
title = {Classifying system behavior modes by statistical search in the parameter space},
author = {M. Toro and J. Riquelme and J. Aracil},
url = {https://prisma.us.es/publicacion/153359},
year  = {1992},
date = {1992-01-01},
booktitle = {MODELLING AND SIMULATION 1992},
pages = {181–185},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{prisma153360,
title = {Sensitivity analysis of an energy demand model},
author = {J. Riquelme and M. Toro and S. Valero and J. Aracil},
url = {https://prisma.us.es/publicacion/153360},
year  = {1992},
date = {1992-01-01},
booktitle = {COMPUTATIONAL SYSTEMS ANALYSIS 1992},
pages = {263–268},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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