@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{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{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{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}

}

@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}

}

@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{10.1007/978-3-030-57802-2_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{Nepomuceno-Chamorro2020,

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},

year  = {2020},

date = {2020-03-31},

journal = {Applied Intelligence},

note = {JCR (2018): 2.882},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{B2020,

title = {Deep Learning Techniques to Improve the Performance of Olive Oil Classification},

author = {B Vega-Márquez and I Nepomuceno-Chamorro and N Jurado-Campos and C Rubio-Escudero},

doi = {10.3389/fchem.2019.00929},

year  = {2020},

date = {2020-01-17},

journal = {Frontiers in Chemistry},

volume = {7},

pages = {929},

note = {JCR (2018): 3.782},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{articlee,

title = {Generation of Synthetic Data with Conditional Generative Adversarial Networks},

author = {Belén Vega and Cristina Rubio-Escudero and Isabel Nepomuceno-Chamorro},

doi = {10.1093/jigpal/jzaa059},

year  = {2020},

date = {2020-01-01},

journal = {Logic Journal of the IGPL},

volume = {30},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{articlef,

title = {Using prior knowledge in the inference of gene association networks},

author = {Isabel Nepomuceno-Chamorro and Juan Nepomuceno and José Galván Rojas and Belén Vega and Cristina Rubio-Escudero},

doi = {10.1007/s10489-020-01705-4},

year  = {2020},

date = {2020-01-01},

journal = {Applied Intelligence},

volume = {50},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{articleg,

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},

journal = {Frontiers in Chemistry},

volume = {7},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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},

volume = {N/A},

pages = {537-539},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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},

year  = {2020},

date = {2020-01-01},

journal = {Advances in Intelligent Systems and Computing},

volume = {N/A},

pages = {231-240},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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},

url = {https://doi.org/10.1089/big.2020.0051},

doi = {10.1089/big.2020.0051},

year  = {2020},

date = {2020-01-01},

journal = {Big Data},

volume = {8},

pages = {308-322},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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 = {},

pubstate = {published},

tppubtype = {article}

}

@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},

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{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}

}

@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{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}

}

@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{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}

}

@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{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{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{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{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}

}

@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{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{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{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}

}

@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}

}

@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}

}

@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}

}