César Peláez-Rodríguez

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Generating vertical ground reaction forces using a stochastic data-driven model for pedestrian walking.
J. Comput. Sci.
Álvaro Magdaleno, José María García-Terán, César Peláez-Rodríguez, Guillermo Fernández Ordóñez, Antolín Lorenzana
2025 J jnl
Hybridizing Machine Learning Algorithms With Numerical Models for Accurate Wind Power Forecasting.
Expert Syst. J. Knowl. Eng.
Álvaro Abad-Santjago, César Peláez-Rodríguez, Jorge Pérez-Aracil, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2024 J jnl
A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic.
Knowl. Based Syst.
César Peláez-Rodríguez, Jorge Pérez-Aracil, Cosmin Madalin Marina, Luis Prieto-Godino, Carlos Casanova-Mateo, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz
2024 J jnl
An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression.
Comput. Methods Programs Biomed.
César Peláez-Rodríguez, Ricardo Torres-Lopez, Jorge Pérez-Aracil, Nieves López-Laguna, S. Sánchez-Rodríguez, Sancho Salcedo-Sanz
2024 — conf
Autoencoder Framework for General Forecasting.
IWINAC (2)
Dusan Fister, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2024 J jnl
Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches.
Expert Syst. Appl.
César Peláez-Rodríguez, Jorge Pérez-Aracil, Dusan Fister, Ricardo Torres-Lopez, Sancho Salcedo-Sanz
2024 J jnl
Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection.
CoRR
Jorge Pérez-Aracil, César Peláez-Rodríguez, Ronan McAdam, Antonello Squintu, Cosmin M. Marina, Eugenio Lorente-Ramos, Niklas Luther, Veronica Torralba, Enrico Scoccimarro, Leone Cavicchia, Matteo Giuliani, Eduardo Zorita, Felicitas Hansen, David Barriopedro, Ricardo García-Herrera, Pedro A. Gutiérrez, Jürg Luterbacher, Elena Xoplaki, Andrea Castelletti, Sancho Salcedo-Sanz
2024 — conf
Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model.
IWINAC (2)
César Peláez-Rodríguez, Laura Cornejo-Bueno, Dusan Fister, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2023 J jnl
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques.
Appl. Soft Comput.
Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz
2023 J jnl
Deep learning ensembles for accurate fog-related low-visibility events forecasting.
Neurocomputing
César Peláez-Rodríguez, Jorge Pérez-Aracil, A. de Lopez-Diz, Carlos Casanova-Mateo, Dusan Fister, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 J jnl
Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques.
CoRR
Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz