Manuel Jesús Jiménez Navarro

@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}

}

@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}

}

@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{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}

}

@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{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{10.1109/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{10.1016/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{10.1145/3605098.3636191,

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_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{10.1007/978-3-031-62799-6_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}

}