Luis G. Baca Ruíz

20 papers Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
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
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
2024 J jnl
Study of violence against women and its characteristics through the application of text mining techniques.
Int. J. Data Sci. Anal.
E. M. A. Stephanie, Luis G. Baca Ruíz, Maria-Amparo Vila, 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
An Intelligent Approach Using Machine Learning Techniques to Predict Flow in People.
Big Data Cogn. Comput.
Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Elena Pérez-Moreiras, J. Boada-Grau, María José Serrano-Fernandez
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
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
2023 — conf
Time Series Forecasting with Quantum Neural Networks.
IWANN (1)
Manuel P. Cuéllar, Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Carlos Cano Gutierrez
2023 J jnl
Time series quantum classifiers with amplitude embedding.
Quantum Mach. Intell.
Manuel P. Cuéllar, Carlos Cano Gutierrez, Luis G. Baca Ruíz, Lorenzo Servadei
2022 J jnl
A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming.
Expert Syst. Appl.
Ramón Rueda Delgado, Manuel P. Cuéllar, Luis G. Baca Ruíz, Maria del Carmen Pegalajar
2022 J jnl
Data Learning: Integrating Data Assimilation and Machine Learning.
J. Comput. Sci.
Caterina Buizza, César Quilodrán Casas, Philip Nadler, Julian Mack, Stefano Marrone, Zainab Titus, Clémence Le Cornec, Evelyn Heylen, Tolga Hasan Dur, Luis G. Baca Ruíz, Claire E. Heaney, Julio Amador Díaz López, K. S. Sesh Kumar, Rossella Arcucci
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
2021 J jnl
Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques.
Int. J. Approx. Reason.
Manuel Pegalajar Cuéllar, Luis G. Baca Ruíz, Manuel P. Cuéllar, Ramón Rueda Delgado
2020 J jnl
A Munsell colour-based approach for soil classification using Fuzzy Logic and Artificial Neural Networks.
Fuzzy Sets Syst.
Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Manuel Sánchez-Marañón, Luis Mansilla
2020 J jnl
An Ant Colony Optimization approach for symbolic regression using Straight Line Programs. Application to energy consumption modelling.
Int. J. Approx. Reason.
Ramón Rueda Delgado, Luis G. Baca Ruíz, Manuel P. Cuéllar, Maria del Carmen Pegalajar Jiménez
2019 J jnl
Parallel memetic algorithm for training recurrent neural networks for the energy efficiency problem.
Appl. Soft Comput.
Luis G. Baca Ruíz, Manuel I. Capel, Manuel P. Cuéllar
2018 — conf
A Comparison Between NARX Neural Networks and Symbolic Regression: An Application for Energy Consumption Forecasting.
IPMU (3)
Ramón Rueda Delgado, Luis G. Baca Ruíz, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores, Maria del Carmen Pegalajar Jiménez
2018 — conf
Artificial Neural Networks and Fuzzy Logic for Specifying the Color of an Image Using Munsell Soil-Color Charts.
IPMU (1)
Maria del Carmen Pegalajar, Manuel Sánchez-Marañón, Luis G. Baca Ruíz, Luis Mansilla, Miguel Delgado