José Cristóbal Riquelme Santos

@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{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}

}

@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}

}

@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_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{10.1016/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.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}

}

@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{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{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{10.1007/978-3-031-42536-3_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}

}