Electric demand forecasting with neural networks and symbolic time series representations. - David Criado-Ramón; Luis G. Baca Ruíz; Manuel P. Cuéllar (Appl. Soft Comput., 2022)

An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks. - David Criado-Ramón; Luis G. Baca Ruíz; Maria del Carmen Pegalajar (Big Data Cogn. Comput., 2023)

Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings. - A. Cabrera; Luis G. Baca Ruíz; David Criado-Ramón; C. D. Barranco; Maria del Carmen Pegalajar (Int. J. Intell. Syst., 2023)

Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption. - Marcos Hernández Rodríguez; Luis Gonzaga Baca Ruiz; David Criado-Ramón; Maria del Carmen Pegalajar Jiménez (Mach. Learn. Knowl. Extr., 2023)

CUDA-bigPSF: An optimized version of bigPSF accelerated with graphics processing Unit. - David Criado-Ramón; Luis G. Baca Ruíz; Manuel P. Cuéllar (Expert Syst. Appl., 2023)

Assessing the impact of soiling on photovoltaic efficiency using supervised learning techniques. - Luiza Araujo Costa Silva; Luis Gonzaga Baca Ruiz; David Criado-Ramón; Joao Gabriel Bessa; Leonardo Micheli; Maria del Carmen Pegalajar Jiménez (Expert Syst. Appl., 2023)

A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption. - J. R. S. Iruela; Luis G. Baca Ruíz; David Criado-Ramón; Maria del Carmen Pegalajar; Manuel I. Capel (Appl. Soft Comput., 2024)

A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances. - David Criado-Ramón; Luis G. Baca Ruíz; J. R. S. Iruela; Maria del Carmen Pegalajar (Inf., 2024)

An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting. - David Criado-Ramón; Luis G. Baca Ruíz; Maria del Carmen Pegalajar (Int. J. Fuzzy Syst., 2024)

A parallel approach to accelerate neural network hyperparameter selection for energy forecasting. - David Criado-Ramón; Luis G. Baca Ruíz; Maria del Carmen Pegalajar (Expert Syst. Appl., 2025)