María del Mar Martínez Ballesteros

@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{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{prisma258480,

title = {A new metric based on association rules to assess feature-attribution explainability techniques for time series forecasting},

author = {A. R. Troncoso-García and M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso},

url = {https://prisma.us.es/publicacion/258480},

doi = {10.1109/tpami.2025.3540513},

year  = {2025},

date = {2025-01-01},

journal = {IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE},

volume = {47},

number = {5},

pages = {4140–4155},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{prisma261019,

title = {A novel approach based on clustering and optimized ensemble deep learning for energy consumption forecasting in Ethiopia},

author = {E. T. Habtemariam and M. Martínez-Ballesteros and A. Troncoso and F. Martínez-Álvarez},

url = {https://prisma.us.es/publicacion/261019},

doi = {10.1016/j.neucom.2025.130027},

year  = {2025},

date = {2025-01-01},

journal = {NEUROCOMPUTING},

volume = {637},

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{prisma253728,

title = {Nonlinear Ensemble Deep Learning Model for Energy Consumption Prediction with Bayesian Optimization},

author = {Ejigu Tefera and Kula Kekeba and B. Ravindra Babu and M. Mart´ınez-Ballesteros},

url = {https://prisma.us.es/publicacion/253728},

doi = {10.52783/cana.v32.1628},

year  = {2025},

date = {2025-01-01},

journal = {Communications on Applied Nonlinear Analysis},

volume = {32},

number = {1},

pages = {155–172},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1093/jigpal/jzae062,

title = {Embedded feature selection for neural networks via learnable drop layer},

author = {M J JimÉnez-Navarro and M MartÍnez-Ballesteros and I S Brito and F MartÍnez-Álvarez and G Asencio-CortÉs},

url = {https://doi.org/10.1093/jigpal/jzae062},

doi = {10.1093/jigpal/jzae062},

year  = {2024},

date = {2024-01-01},

journal = {Logic Journal of the IGPL},

volume = {N/A},

pages = {N/A},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1093/jigpal/jzae030,

title = {From simple to complex: a sequential method for enhancing time series forecasting with deep learning},

author = {M J Jiménez-Navarro and M Martínez-Ballesteros and F Martínez-Álvarez and A Troncoso and G Asencio-Cortés},

url = {https://doi.org/10.1093/jigpal/jzae030},

doi = {10.1093/jigpal/jzae030},

year  = {2024},

date = {2024-01-01},

journal = {Logic Journal of the IGPL},

volume = {N/A},

pages = {N/A},

keywords = {},

pubstate = {published},

tppubtype = {article}

}