Maria del Carmen Pegalajar

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 15

Top Topics

Energy Consumption

Regression Methods

Top Venues

Big Data Cogn. Comput.

Appl. Soft Comput.

Expert Syst. Appl.

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)
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)
Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Elena Pérez-Moreiras, J. Boada-Grau, María José Serrano-Fernandez
An Intelligent Approach Using Machine Learning Techniques to Predict Flow in People. Big Data Cogn. Comput. 7 (2) (2023)
Manuel P. Cuéllar, Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Carlos Cano Gutierrez
Time Series Forecasting with Quantum Neural Networks. IWANN (1) (2023)
Ramón Rueda Delgado, Manuel P. Cuéllar, Luis G. Baca Ruíz, Maria del Carmen Pegalajar
A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming. Expert Syst. Appl. 194 (2022)
Manuel P. Cuéllar, Ramón Rueda Delgado, Luis G. Baca Ruiz, Maria del Carmen Pegalajar
A Three-valued Logic Approach for Edge Detection Using Cellular Automata. J. Cell. Autom. 15 (5-6) (2021)
Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Manuel Sánchez-Marañón, Luis Mansilla
A Munsell colour-based approach for soil classification using Fuzzy Logic and Artificial Neural Networks. Fuzzy Sets Syst. 401 (2020)
Ramón Rueda Delgado, Manuel P. Cuéllar, Maria del Carmen Pegalajar, M. Delgado
Straight line programs for energy consumption modelling. Appl. Soft Comput. 80 (2019)
Maria del Carmen Pegalajar, Manuel Sánchez-Marañón, Luis G. Baca Ruíz, Luis Mansilla, Miguel Delgado
Artificial Neural Networks and Fuzzy Logic for Specifying the Color of an Image Using Munsell Soil-Color Charts. IPMU (1) (2018)
J. R. Sanchez, Manuel I. Capel, Celina Jiménez, Gonzalo Rodriguez-Fraile, Maria del Carmen Pegalajar
Personality Determination of an Individual Through Neural Networks. IPMU (1) (2018)
Luis G. Baca Ruiz, Ramón Rueda Delgado, Manuel P. Cuéllar, Maria del Carmen Pegalajar
Energy consumption forecasting based on Elman neural networks with evolutive optimization. Expert Syst. Appl. 92 (2018)
Ramón Rueda Delgado, Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar
Preliminary Evaluation of Symbolic Regression Methods for Energy Consumption Modelling. ICPRAM (2017)
Ramón Rueda Delgado, Luis G. Baca Ruiz, Patricia Jimeno-Sáez, Manuel Pegalajar Cuéllar, David Pulido-Velazquez, Maria del Carmen Pegalajar
Experimental Evaluation of Straight Line Programs for Hydrological Modelling with Exogenous Variables. HAIS (2017)
Manuel P. Cuéllar, Maria del Carmen Pegalajar
Design and implementation of intelligent systems with LEGO Mindstorms for undergraduate computer engineers. Comput. Appl. Eng. Educ. 22 (1) (2014)
Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar
Extracting rules from a (fuzzy/crisp) recurrent neural network using a self-organizing map. Int. J. Intell. Syst. 15 (7) (2000)