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Peláez Rodríguez, César

Teoría de la Señal y Comunicaciones / Universidad de Alcalá

Publications

A probabilistic alert system for extreme wind events prediction using quantile regression ensembles

  • Peláez-Rodríguez,C.
  • Pérez-Aracil,J.
  • de la Torre,C.C.
  • Cornejo-Bueno,L.
  • Prieto-Godino,L.
  • Alexandre-Cortizo,E.
  • Salcedo-Sanz,S.
... View more Collapse

Energy Conversion and Management - 1/01/2026

Editor: Elsevier Ltd

10.1016/j.enconman.2025.120545 View at source

  • ISSN/ISBN 0196-8904

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

Feature selection for data-driven seasonal forecasts of European heatwaves

  • McAdam,R.
  • Pérez-Aracil,J.
  • Squintu,A.
  • Peláez-Rodríguez,C.
  • Hansen,F.
  • Torralba,V.
  • Loukos,H.
  • Zorita,E.
  • Giuliani,M.
  • Cavicchia,L.
  • Salcedo-Sanz,S.
  • Scoccimarro,E.
... View more Collapse

Communications Earth and Environment - 1/12/2025

Editor: Nature Publishing Group

10.1038/s43247-025-02863-4 View at source

  • ISSN/ISBN 2662-4435

Structural Damage Detection Using Adversarially Calibrated Simulations and Deep Learning from Frequency-Domain Signals

  • Peláez-Rodriguez,C.
  • Iglesias-Pordomingo,Á.
  • Salcedo-Sanz,S.
  • Lorenzana,A.
  • Magdaleno,A.

Applied Sciences (Switzerland) - 1/12/2025

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/app152312731 View at source

  • ISSN/ISBN 2076-3417

A Reduced Stochastic Data-Driven Approach to Modelling and Generating Vertical Ground Reaction Forces During Running

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

Modelling - 1/12/2025

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/modelling6040144 View at source

  • ISSN/ISBN 2673-3951

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

Artificial Intelligence-Based Methods and Algorithms in Fog and Atmospheric Low-Visibility Forecasting

  • Salcedo-Sanz,S.
  • Guijo-Rubio,D.
  • Pérez-Aracil,J.
  • Peláez-Rodríguez,C.
  • Gomez-Orellana,A.M.
  • Gutiérrez-Peña,P.A.

Atmosphere - 1/09/2025

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/atmos16091073 View at source

  • ISSN/ISBN 2073-4433

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

This researcher has no books.

This researcher has no book chapters.

Multi-Passive Tuned Mass Damper for Single-Mode Control of Slender Lab-Scale Timber Footbridge

  • Fernández,G.
  • Fuentes-Jiménez,D.
  • Peláez-Rodríguez,C.
  • Villacorta-Calvo,J.J.
  • García-Terán,J.M.
  • Magdaleno,Á.

Lecture Notes in Civil Engineering (p. 712-721) - 2025

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-96114-4_73 View at source

  • ISSN/ISBN 9783031961137

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: 3/11/26 9:54 AM