César Peláez Rodríguez

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Profesor

César Peláez Rodríguez

César Peláez Rodríguez

César Peláez Rodríguez

Categoría: Profesor/a Ayudante Doctor/a

Departamento: Teoría de la Señal y Comunicaciones

Correo electrónico:

Estudios

Doble Grado en Ingeniería Electrónica de Comunicaciones e Ingeniería Electrónica y Automática Industrial. (G376)

Grado en Ingeniería en Electrónica y Automática Industrial (G60)

Grado en Ingeniería en Tecnologías Industriales (G610)

Grupos de Investigación

Participa en: Heurísticos Modernos de Optimización y Diseño de Redes de Comunicaciones - Modern Heuristics and Network Design Research Group

Líneas de investigación del Grupo

Heurísticos Modernos de Optimización y Diseño de Redes de Comunicaciones - Modern Heuristics and Network Design Research Group

  • Aprendizaje Máquina.
  • Computación Evolutiva.
  • Energías renovables.
  • Inteligencia Computacional.
  • Optimización Heurística.
  • Redes de comunicación.

Proyectos de Investigación

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Libros

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Capítulos

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Artículos

  • PELÁEZ RODRÍGUEZ, César; PÉREZ ARACIL, Jorge; CRUZ DE LA TORRE, Carlos; CORNEJO BUENO, Laura María; PRIETO GODINO, Luis; ALEXANDRE CORTIZO, Enrique; SALCEDO SANZ, Sancho; ."A probabilistic alert system for extreme wind events prediction using quantile regression ensembles". (ISSN: 0196-8904). Energy Conversion and Management. 2026 , vol 347 , p. 1 - 17 .
  • PELÁEZ RODRÍGUEZ, César; IGLESIAS-PORDOMINGO , A.; SALCEDO SANZ, Sancho; LORENZANA , Antolín; MAGDALENO , Álvaro; ."Structural Damage Detection Using Adversarially Calibrated Simulations and Deep Learning from Frequency-Domain Signals". (ISSN: 2076-3417). Applied Sciences-Basel. 2025
  • MCADAM , Ronan; PÉREZ ARACIL, Jorge; SQUINTU , Antonello; PELÁEZ RODRÍGUEZ, César; HANSEN , Felicitas; TORRALBA , Verónica; LOUKOS , Harilaos; , Giuliani, Matteo; , Cavicchia, Leone; SALCEDO SANZ, Sancho; , Scoccimarro, Enrico; ."Feature selection for data-driven seasonal forecasts of European heatwaves". (ISSN: 2662-4435). Communications Earth & Environment. 2025
  • FERNÁNDEZ , Guillermo; GARCÍA TERÁN, José María; IGLESIAS PORDOMINGO, Álvaro; PELÁEZ RODRÍGUEZ, César; LORENZANA , Antolín; MAGDALENO , Álvaro; ."A reduced stochastic data-driven approach to modelling and generating vertical ground reaction forces during running". (ISSN: 2673-3951). Modelling. 2025
  • SALCEDO SANZ, Sancho; GUIJO RUBIO, David; PÉREZ ARACIL, Jorge; PELÁEZ RODRÍGUEZ, César; , Gómez-Orellana, Antonio Manuel; GUTIERREZ PEÑA, Pedro Antonio; ."Artificial Intelligence-Based Methods and Algorithms in Fog and Atmospheric Low-Visibility Forecasting". (ISSN: 2073-4433). Atmosphere. 2025
  • PÉREZ ARACIL, Jorge; PELÁEZ RODRÍGUEZ, César; MCADAM , Ronan; SQUINTU , Antonello; MARINA , Cosmin Madalin; LORENTE RAMOS, Eugenio; , Luther, Niklas; TORRALBA , Verónica; , Scoccimarro, Enrico; , Cavicchia, Leone; , Giuliani, Matteo; ZORITA , Eduardo; HANSEN , Felicitas; , Barriopedro, David; GARCÍA HERRERA, Ricardo; , Gutiérrez, Pedro Antonio; LUTERBACHER , Jürg; , Xoplaki, Elena; CASTELLETTI , Andrea; SALCEDO SANZ, Sancho; ."Identifying key drivers of heatwaves: A novel spatio-temporal framework for extreme event detection". (ISSN: 2212-0947). Weather and Climate Extremes. 2025 , vol 49 , num 100792 , p. 100792 -  .  .
  • PRIETO GODINO, Luis; PELÁEZ RODRÍGUEZ, César; PÉREZ ARACIL, Jorge; PASTOR SORIANO, Jesús; SALCEDO SANZ, Sancho; ."Predicting weather-related power outages in large scale distribution grids with deep learning ensembles". (ISSN: 0142-0615). International Journal of Electrical Power and Energy Systems. 2025 , vol 170 , p. 1 - 13 .
  • MAGDALENO , Álvaro; GARCÍA TERÁN, José María; PELÁEZ RODRÍGUEZ, César; FERNÁNDEZ , Guillermo; LORENZANA , Antolín; ."Generating vertical ground reaction forces using a stochastic data-driven model for pedestrian walking". (ISSN: 1877-7511). Journal of Computational Science. 2025
  • ABAD SANTIAGO, Álvaro; PELÁEZ RODRÍGUEZ, César; PÉREZ ARACIL, Jorge; SANZ JUSTO, J; CASANOVA MATEO, C; SALCEDO SANZ, Sancho; ."Hybridizing machine learning algorithms with numerical models for accurate wind power forecasting". (ISSN: 1468-0394). Expert Systems. 2025 , vol 42 , num 2 , p. 1 - 19 .
  • PELÁEZ RODRÍGUEZ, César; PÉREZ ARACIL, Jorge; , Gómez-Orellana, Antonio Manuel; GUIJO RUBIO, David; VARGAS , Victor Manuel; ANTONIO GUTIÉRREZ, Pedro; , C. Hervás-Martínez; , Sancho Salcedo-Sanz; ."Fuzzy-based ensemble methodology for accurate long-term prediction and interpretation of extreme significant wave height events". (ISSN: 0141-1187). Applied Ocean Research. 2024 .
  • PELÁEZ RODRÍGUEZ, César; MAGDALENO , Álvaro; GARCÍA TERÁN, José María; PÉREZ ARACIL, Jorge; , Sancho Salcedo-Sanz; LORENZANA , Antolín; ."An iterative neural network approach applied to human-induced force reconstruction using a non-linear electrodynamic shaker". Heliyon. 2024 .
  • PELÁEZ RODRÍGUEZ, César; PÉREZ ARACIL, Jorge; MARINA , Cosmin Madalin; PRIETO GODINO, Luis; CASANOVA MATEO, Carlos; , Gutiérrez, Pedro Antonio; SALCEDO SANZ, Sancho; ."A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic". (ISSN: 0950-7051). Knowledge-Based Systems. 2024 , vol 291 , p. 1 - 24 .  .
  • PELÁEZ RODRÍGUEZ, César; PÉREZ-ARACIL , J; , Fister, D; TORRES-LÓPEZ , R.; , Salcedo-Sanz, S; ."Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches". (ISSN: 0957-4174). Expert Systems with Applications. 2024
  • PELÁEZ RODRÍGUEZ, César; PÉREZ-ARACIL , J; MARINA , C.M.; , Prieto-Godino, L; , C. Casanova-Mateo; GUTIÉRREZ , PA; , Salcedo-Sanz, S; ."A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic". (ISSN: 0950-7051). Knowledge-Based Systems. 2024
  • PELÁEZ RODRÍGUEZ, César; TORRES-LÓPEZ , R.; PÉREZ-ARACIL , J; LÓPEZ-LAGUNA , N; SÁNCHEZ-RODRÍGUEZ , S.; , Salcedo-Sanz, S; ."An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression". (ISSN: 0169-2607). Computer Methods and Programs in Biomedicine. 2024
  • PELÁEZ RODRÍGUEZ, César; PÉREZ-ARACIL , Jorge; , Casanova-Mateo, C; , Salcedo-Sanz, S; ."Efficient prediction of fog-related low-visibility events with Machine Learning and evolutionary algorithms". (ISSN: 0169-8095). Atmospheric Research. 2023 , vol 295 , num 106991 .
  • PELÁEZ RODRÍGUEZ, César; PÉREZ ARACIL, Jorge; PRIETO-GODINO , L.; GHIMIRE , S.; DEO , RC; SALCEDO SANZ, Sancho; ."A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction". (ISSN: 0167-6105). Journal of Wind Engineering and Industrial Aerodynamics. 2023 , vol 240 , p. 1 - 25 .
  • PELÁEZ RODRÍGUEZ, César; MAGDALENO , Álvaro; IGLESIAS PORDOMINGO, Álvaro; PÉREZ ARACIL, Jorge; ."Evolutionary Computation-Based Active Mass Damper Implementation for Vibration Mitigation in Slender Structures Using a Low-Cost Processor". (ISSN: 2076-0825). actuators. 2023
  • PELÁEZ RODRÍGUEZ, César; MAGDALENO , Álvaro; LORENZANA , Antolín; , Sancho Salcedo-Sanz; ."Human-induced force reconstruction using a non-linear electrodynamic shaker applying an iterative neural network algorithm". (ISSN: 2300-1917). Bulletin of the Polish Academy of Sciences: Technical Sciences. 2023 , vol 2023 | 71 | 3 , p. e144615-e1 -  .

Artículos Electrónicos

No existen datos en este apartado

Congresos

  • PELÁEZ RODRÍGUEZ, César; LORENZANA , Antolín; MAGDALENO , Álvaro; ."Damage detection in slender structures based on a hybrid system of supervised learning algorithms and model updating to analyze raw dynamic data". Internacional. "6 th International Conference on Mechanical Models in Structural Engineering". (01/12/2022 - 03/12/2022).
  • PELÁEZ RODRÍGUEZ, César; ."Efficient Prediction of Low-Visibility Events with Machine Learning Algorithms and Evolutionary-based Feature Selection ". Nacional. "III Escuela de Invierno en Optimización Heurística ". (24/11/2022 - 25/11/2022).
  • PELÁEZ RODRÍGUEZ, César; SALCEDO SANZ, Sancho; LORENZANA , Antolín; MAGDALENO , Álvaro; ." Human-induced force reconstruction using a non-linear electrodynamic shaker applying ANN-based iterative learning controller". Internacional. "7th European Conference on Structural Control (EACS 2022)". (20/07/2022 - 22/07/2022).
  • PELÁEZ RODRÍGUEZ, César; LORENZANA , Antolín; MAGDALENO , Álvaro; ."Design, implementation and experimental validation of an active mass damper for vibration mitigation in slender structures using a low-cost processor". Nacional. "2nd Conference on Structural Dynmics (DinEst 2021)". (20/07/2021 - 22/07/2021).

Tesis

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