David Criado-Ramón

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Symbolic Representation

Energy Consumption

Top Venues

Appl. Soft Comput.

Expert Syst. Appl.

Int. J. Intell. Syst.

Publications

J. R. S. Iruela, Luis G. Baca Ruíz, David Criado-Ramón, Maria del Carmen Pegalajar, Manuel I. Capel
A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption. Appl. Soft Comput. 160 (2024)
David Criado-Ramón, Luis G. Baca Ruíz, J. R. S. Iruela, Maria del Carmen Pegalajar
A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances. Inf. 15 (2) (2024)
David Criado-Ramón, Luis G. Baca Ruíz, Maria del Carmen Pegalajar
An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting. Int. J. Fuzzy Syst. 26 (3) (2024)
A. Cabrera, Luis G. Baca Ruíz, David Criado-Ramón, C. D. Barranco, M. C. Pegalajar
Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings. Int. J. Intell. Syst. 2023 (2023)
Luiza Araujo Costa Silva, Luis Gonzaga Baca Ruiz, David Criado-Ramón, Joao Gabriel Bessa, Leonardo Micheli, Maria del Carmen Pegalajar Jiménez
Assessing the impact of soiling on photovoltaic efficiency using supervised learning techniques. Expert Syst. Appl. 231 (2023)
David Criado-Ramón, Luis G. Baca Ruíz, Maria del Carmen Pegalajar
An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks. Big Data Cogn. Comput. 7 (2) (2023)
Marcos Hernández Rodríguez, Luis Gonzaga Baca Ruiz, David Criado-Ramón, Maria del Carmen Pegalajar Jiménez
Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption. Mach. Learn. Knowl. Extr. 5 (1) (2023)
David Criado-Ramón, Luis G. Baca Ruíz, Manuel P. Cuéllar
CUDA-bigPSF: An optimized version of bigPSF accelerated with graphics processing Unit. Expert Syst. Appl. 230 (2023)
David Criado-Ramón, Luis G. Baca Ruíz, Manuel P. Cuéllar
Electric demand forecasting with neural networks and symbolic time series representations. Appl. Soft Comput. 122 (2022)