RDF/XML JSON-LD N3/Turtle RDF/JSON

Peláez Rodríguez, César

Teoría de la Señal y Comunicaciones / Universidad de Alcalá

Publications

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 View at source

  • 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 View at source

  • 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.
... View more Collapse

Weather and Climate Extremes - 1/09/2025

Editor: Elsevier B.V.

10.1016/j.wace.2025.100792 View at source

  • 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 View at source

  • 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.
... View more Collapse

Knowledge-Based Systems - 12/5/2024

Editor: Elsevier B.V.

10.1016/j.knosys.2024.111556 View at source

  • 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 View at source

  • 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 View at source

  • 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.
... View more Collapse

Applied Ocean Research - 1/1/2024

Editor: Elsevier Ltd

10.1016/j.apor.2024.104273 View at source

  • 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.
... View more Collapse

Applied Computing And Geosciences - 1/1/2024

Editor: Elsevier B.V.

10.1016/j.acags.2024.100185 View at source

  • 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 View at source

  • ISSN 25901230
  • ISSN/ISBN 2590-1230

This researcher has no books.

This researcher has no book chapters.

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 View at source

  • 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 View at source

  • 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

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/9/25 3:10 PM