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Peláez Rodríguez, César

Teoría de la Señal y Comunicaciones / Universidad de Alcalá

Actividades

Hybridizing Machine Learning Algorithms With Numerical Models for Accurate Wind Power Forecasting

  • Abad-Santjago, Á.
  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Sanz-Justo, J.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.

Expert Systems - 1/2/2025

Editor: John Wiley and Sons Inc

10.1111/exsy.13830 Ver en origen

  • ISSN 14680394
  • ISSN/ISBN 1468-0394

Predicting weather-related power outages in large scale distribution grids with deep learning ensembles

  • Prieto-Godino,L.
  • Peláez-Rodríguez,C.
  • Pérez-Aracil,J.
  • Pastor-Soriano,J.
  • Salcedo-Sanz,S.

International Journal of Electrical Power and Energy Systems - 1/09/2025

Editor: Elsevier Ltd

10.1016/j.ijepes.2025.110811 Ver en origen

  • ISSN/ISBN 0142-0615

Identifying key drivers of heatwaves: A novel spatio-temporal framework for extreme event detection

  • Pérez-Aracil,J.
  • Peláez-Rodríguez,C.
  • McAdam,R.
  • Squintu,A.
  • Marina,C.M.
  • Lorente-Ramos,E.
  • Luther,N.
  • Torralba,V.
  • Scoccimarro,E.
  • Cavicchia,L.
  • Giuliani,M.
  • Zorita,E.
  • Hansen,F.
  • Barriopedro,D.
  • García-Herrera,R.
  • Gutiérrez,P.A.
  • Luterbacher,J.
  • Xoplaki,E.
  • Castelletti,A.
  • Salcedo-Sanz,S.
... Ver más Contraer

Weather and Climate Extremes - 1/09/2025

Editor: Elsevier B.V.

10.1016/j.wace.2025.100792 Ver en origen

  • ISSN/ISBN 2212-0947

Generating vertical ground reaction forces using a stochastic data-driven model for pedestrian walking

  • Magdaleno,A.
  • García-Terán,J.M.
  • Peláez-Rodríguez,C.
  • Fernández,G.
  • Lorenzana,A.

Journal of Computational Science - 1/06/2025

Editor: Elsevier B.V.

10.1016/j.jocs.2025.102602 Ver en origen

  • ISSN/ISBN 1877-7503

A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic

  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Marina, C.M.
  • Prieto-Godino, L.
  • Casanova-Mateo, C.
  • Gutiérrez, P.A.
  • Salcedo-Sanz, S.
... Ver más Contraer

Knowledge-Based Systems - 12/5/2024

Editor: Elsevier B.V.

10.1016/j.knosys.2024.111556 Ver en origen

  • ISSN 09507051
  • ISSN/ISBN 0950-7051

Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches[Formula presented]

  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Fister, D.
  • Torres-López, R.
  • Salcedo-Sanz, S.

Expert Systems With Applications - 1/1/2024

Editor: Elsevier Ltd

10.1016/j.eswa.2023.122264 Ver en origen

  • ISSN 09574174
  • ISSN/ISBN 0957-4174

An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression

  • Peláez-Rodríguez, C.
  • Torres-López, R.
  • Pérez-Aracil, J.
  • López-Laguna, N.
  • Sánchez-Rodríguez, S.
  • Salcedo-Sanz, S.

Computer Methods And Programs In Biomedicine - 1/1/2024

Editor: Elsevier Ireland Ltd

10.1016/j.cmpb.2024.108033 Ver en origen

  • ISSN 01692607
  • ISSN/ISBN 1872-7565

Fuzzy-based ensemble methodology for accurate long-term prediction and interpretation of extreme significant wave height events

  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Gómez-Orellana, A.M.
  • Guijo-Rubio, D.
  • Vargas, V.M.
  • Gutiérrez, P.A.
  • Hervás-Martínez, C.
  • Salcedo-Sanz, S.
... Ver más Contraer

Applied Ocean Research - 1/1/2024

Editor: Elsevier Ltd

10.1016/j.apor.2024.104273 Ver en origen

  • ISSN 01411187
  • ISSN/ISBN 0141-1187

Long-term temperature prediction with hybrid autoencoder algorithms

  • Pérez-Aracil, J.
  • Fister, D.
  • Marina, C.M.
  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Gutiérrez, P.A.
  • Giuliani, M.
  • Castelleti, A.
  • Salcedo-Sanz, S.
... Ver más Contraer

Applied Computing And Geosciences - 1/1/2024

Editor: Elsevier B.V.

10.1016/j.acags.2024.100185 Ver en origen

  • ISSN 25901974
  • ISSN/ISBN 2590-1974

Machine learning as alternative strategy for the numerical prediction of the shear response in reinforced and prestressed concrete beams

  • Hernández-Díaz, A.M.
  • Pérez-Aracil, J.
  • Lorente-Ramos, E.
  • Marina, C.M.
  • Peláez-Rodríguez, C.
  • Salcedo-Sanz, S.

Results In Engineering - 1/1/2024

Editor: Elsevier B.V.

10.1016/j.rineng.2024.102139 Ver en origen

  • ISSN 25901230
  • ISSN/ISBN 2590-1230

Este/a investigador/a no tiene libros.

Este/a investigador/a no tiene capítulos de libro.

Autoencoder Framework for General Forecasting

  • Fister, D.
  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 314-322) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_29 Ver en origen

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model

  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Fister, D.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 323-332) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_30 Ver en origen

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Damage detection in slender structures based on a hybrid system ofsupervised learning algorithms and model updating to analyze raw dynamicdata

  • César Peláez Rodríguez
  • Álvaro Magdaleno González
  • Antolín Lorenzana Ibán

CMMost 2021: 6th International Conference on Mechanical Models in Structural Engineering (p. 34-52) - 2022

Editor: Universidad de Valladolid

  • ISSN/ISBN 978-84-19214-15-7

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Este/a investigador/a no tiene proyectos de investigación.

Este/a investigador/a no tiene tesis dirigidas.

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 9/11/25 15:10