Publicaciones

@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{Pedro2020,

title = {Temporal Convolutional Networks Applied to Energy-related Time Series Forecasting},

author = {P Lara-Benítez and M Carranza-García and J M Luna-Romera and J C Riquelme},

doi = {10.3390/app10072322},

year  = {2020},

date = {2020-03-28},

journal = {Applied Sciences},

volume = {10},

number = {7},

pages = {2322},

note = {JCR (2018): 2.217},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Lara-Benítez2020,

title = {Asynchronous dual-pipeline deep learning framework for online data stream classification},

author = {P Lara-Benítez and M Carranza-García and J García-Gutiérrez and J C Riquelme },

doi = {10.3233/ICA-200617},

year  = {2020},

date = {2020-02-27},

journal = {Integrated Computer-Aided Engineering},

volume = {27},

number = {2},

pages = {101-119},

note = {JCR (2018): 4.904},

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{A2019c,

title = {Semi-wrapper feature subset selector for feed-forward neural networks: applications to binary and multi-class classification problems},

author = {A Tallón and R Ruiz and J C Riquelme},

doi = {10.1016/j.neucom.2018.05.133},

year  = {2019},

date = {2019-09-03},

journal = {Neurocomputing},

volume = {353},

pages = {28-44},

note = {JCR(2018): 4.072},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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},

doi = {10.1109/ACCESS.2019.2935386},

year  = {2019},

date = {2019-09-02},

journal = {IEEE Access},

note = {JCR (2018) 4.098},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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},

doi = {10.1109/ACCESS.2019.2936478},

year  = {2019},

date = {2019-09-02},

journal = {IEEE Access},

note = {JCR (2018) 4.098},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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},

doi = {10.1109/ACCESS.2019.2918469},

year  = {2019},

date = {2019-09-02},

journal = {IEEE Access},

note = {JCR (2018) 4.099},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{AJ2019,

title = {Filter-based feature selection in the context of evolutionary neural networks in supervised machine learning},

author = {AJ Tallón-Ballesteros and J C Riquelme and R Ruiz},

doi = {10.1007/s10044-019-00798-z},

year  = {2019},

date = {2019-06-05},

journal = {Pattern Analysis and Applications},

pages = {1-25},

note = {JCR(2018): 1.410},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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 = {},

pubstate = {published},

tppubtype = {article}

}

@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 = {},

pubstate = {published},

tppubtype = {article}

}

@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},

year  = {2018},

date = {2018-11-14},

journal = {Simulation Modelling Practice and Theory},

note = {JCR(2018):2,371

},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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

},

doi = {10.1016/j.jpdc.2018.04.015},

year  = {2018},

date = {2018-11-14},

journal = {Journal of Parallel and Distributed Computing},

note = {JCR(2018):1,815},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Fernández2018b,

title = {Energy Policies for Data-Center Monolithic Schedulers},

author = {D. Fernández and A. Fernández-Montes and J. A. Ortega

},

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 = {},

pubstate = {published},

tppubtype = {article}

}

@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 = {},

pubstate = {published},

tppubtype = {article}

}

@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},

year  = {2018},

date = {2018-11-14},

journal = {Simulation Modelling Practice and Theory},

note = {JCR(2018):2,371

},

keywords = {},

pubstate = {published},

tppubtype = {article}

}