David Criado-Ramón

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A data-driven analysis to predict energetic intelligence.
Int. J. Data Sci. Anal.
Luis Gonzaga Baca Ruiz, David Criado-Ramón, María José Serrano-Fernandez, Elena Pérez-Moreiras, Maria del Carmen Pegalajar Jiménez
2025 J jnl
A parallel approach to accelerate neural network hyperparameter selection for energy forecasting.
Expert Syst. Appl.
David Criado-Ramón, Luis G. Baca Ruíz, Maria del Carmen Pegalajar
2025 J jnl
Exploring multi-objective metaheuristics to optimise resource allocation in energy communities.
Computing
Daniel Vallejo España, Maria Ruxandra Cojocaru, David Criado-Ramón, Luis Gonzaga Baca Ruiz, Maria del Carmen Pegalajar Jiménez
2024 J jnl
A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption.
Appl. Soft Comput.
J. R. S. Iruela, Luis G. Baca Ruíz, David Criado-Ramón, Maria del Carmen Pegalajar, Manuel I. Capel
2024 J jnl
A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances.
Inf.
David Criado-Ramón, Luis G. Baca Ruíz, J. R. S. Iruela, Maria del Carmen Pegalajar
2024 J jnl
An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting.
Int. J. Fuzzy Syst.
David Criado-Ramón, Luis G. Baca Ruíz, Maria del Carmen Pegalajar
2023 J jnl
An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks.
Big Data Cogn. Comput.
David Criado-Ramón, Luis G. Baca Ruíz, Maria del Carmen Pegalajar
2023 J jnl
Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings.
Int. J. Intell. Syst.
A. Cabrera, Luis G. Baca Ruíz, David Criado-Ramón, C. D. Barranco, Maria del Carmen Pegalajar
2023 J jnl
Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption.
Mach. Learn. Knowl. Extr.
Marcos Hernández Rodríguez, Luis Gonzaga Baca Ruiz, David Criado-Ramón, Maria del Carmen Pegalajar Jiménez
2023 J jnl
Assessing the impact of soiling on photovoltaic efficiency using supervised learning techniques.
Expert Syst. Appl.
Luiza Araujo Costa Silva, Luis Gonzaga Baca Ruiz, David Criado-Ramón, Joao Gabriel Bessa, Leonardo Micheli, Maria del Carmen Pegalajar Jiménez
2023 J jnl
CUDA-bigPSF: An optimized version of bigPSF accelerated with graphics processing Unit.
Expert Syst. Appl.
David Criado-Ramón, Luis G. Baca Ruíz, Manuel P. Cuéllar
2022 J jnl
Electric demand forecasting with neural networks and symbolic time series representations.
Appl. Soft Comput.
David Criado-Ramón, Luis G. Baca Ruíz, Manuel P. Cuéllar