Manuel Carranza García

@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{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{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{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.2023.109730,

title = {A machine learning-based methodology for short-term kinetic energy forecasting with real-time application: Nordic Power System case},

author = {Jose Miguel Riquelme-Dominguez and Manuel Carranza-García and Pedro Lara-Benítez and Francisco M. González-Longatt},

url = {https://doi.org/10.1016/j.ijepes.2023.109730},

doi = {10.1016/j.ijepes.2023.109730},

year  = {2024},

date = {2024-01-01},

journal = {International Journal of Electrical Power & Energy Systems},

volume = {156},

pages = {109730},

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{10.3233/ica-230726,

title = {Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation},

author = {José L. Salazar-González and José María Luna-Romera and Manuel Carranza-García and Juan A. Álvarez-García and Luis M. Soria-Morillo},

url = {https://doi.org/10.3233/ica-230726},

doi = {10.3233/ica-230726},

year  = {2024},

date = {2024-01-01},

journal = {Integrated Computer-Aided Engineering},

volume = {31},

pages = {307-326},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-031-42519-6_30,

title = {Association Rule Analysis of Student Satisfaction Surveys for Teaching Quality Evaluation},

author = {Manuel J. Jiménez-Navarro and Belén Vega-Márquez and José María Luna-Romera and Manuel Carranza-García and María Martínez-Ballesteros},

url = {https://doi.org/10.1007/978-3-031-42519-6_30},

doi = {10.1007/978-3-031-42519-6_30},

year  = {2023},

date = {2023-01-01},

journal = {Lecture Notes in Networks and Systems},

volume = {N/A},

pages = {319-328},

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{10.1007/978-3-031-42529-5_25,

title = {An Approach to Enhance Time Series Forecasting by Fast Fourier Transform},

author = {F. Javier Galán-Sales and Pablo Reina-Jiménez and Manuel Carranza-García and José María Luna-Romera},

url = {https://doi.org/10.1007/978-3-031-42529-5_25},

doi = {10.1007/978-3-031-42529-5_25},

year  = {2023},

date = {2023-01-01},

journal = {Lecture Notes in Networks and Systems},

volume = {N/A},

pages = {259-268},

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}

}