César Peláez Rodríguez
César Peláez Rodríguez
Studies
Doble Grado: Ing.Electrónica de Comunicaciones e Ing.Elect.Y Aut.Industrial
Grado en Ingeniería en Electrónica y Automática Industrial
Grado en Ingeniería en Tecnologías Industriales
Research groups
Participates in: Heurísticos Modernos de Optimización y Diseño de Redes de Comunicaciones - Modern Heuristics and Network Design Research Group
Research Lines of the Group
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.
Research Projects
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Books
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Book chapters
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Articles
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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
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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
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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
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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
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PELÁEZ RODRÍGUEZ, César; PÉREZ-ARACIL , Jorge; PRIETO-GODINO , L.; GUIMIRE , S.; DEO , RC; , Sancho Salcedo-Sanz; ."A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction". (ISSN: 0167-6105). Journal of Wind Engineering and Industrial Aerodynamics. 2023
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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
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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 - .
Electronic Articles
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Conferences
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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).
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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).
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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).
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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).
Theses
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