@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}

}

@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{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{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{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{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{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}

}

@article{10.1007/978-3-030-20055-8_1,

title = {Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering},

author = {José David Martín-Fernández and José María Luna-Romera and Beatriz Pontes and José C. Riquelme-Santos},

url = {https://doi.org/10.1007/978-3-030-20055-8_1},

doi = {10.1007/978-3-030-20055-8_1},

year  = {2020},

date = {2020-01-01},

journal = {Advances in Intelligent Systems and Computing},

volume = {N/A},

pages = {3-13},

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{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{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{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{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 = {},

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{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{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{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{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}

}