Maria del Carmen Pegalajar

22 papers C 1Misc 1Journal 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
2025 J jnl
Deep Feature Selection of Meteorological Variables for LSTM-Based PV Power Forecasting in High-Dimensional Time-Series Data.
Algorithms
Husein Mauladdawilah, Mohammed Balfaqih, Zain Balfagih, Maria del Carmen Pegalajar, Eulalia Jadraque Gago
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
Automatic evolutionary design of quantum rule-based systems and applications to quantum reinforcement learning.
Quantum Inf. Process.
Manuel P. Cuéllar, Maria del Carmen Pegalajar, C. Cano
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 — conf
Time Series Forecasting with Quantum Neural Networks.
IWANN (1)
Manuel P. Cuéllar, Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Carlos Cano Gutierrez
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
2021 J jnl
A Three-valued Logic Approach for Edge Detection Using Cellular Automata.
J. Cell. Autom.
Manuel P. Cuéllar, Ramón Rueda Delgado, Luis Gonzaga Baca Ruiz, Maria del Carmen Pegalajar
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
2019 J jnl
Straight line programs for energy consumption modelling.
Appl. Soft Comput.
Ramón Rueda Delgado, Manuel P. Cuéllar, Maria del Carmen Pegalajar, Miguel Delgado
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
2018 J jnl
Energy consumption forecasting based on Elman neural networks with evolutive optimization.
Expert Syst. Appl.
Luis Gonzaga Baca Ruiz, Ramón Rueda Delgado, Manuel P. Cuéllar, Maria del Carmen Pegalajar
2018 — conf
Personality Determination of an Individual Through Neural Networks.
IPMU (1)
J. R. Sanchez, Manuel I. Capel, Celina Jiménez, Gonzalo Rodriguez-Fraile, Maria del Carmen Pegalajar
2017 Misc conf
Experimental Evaluation of Straight Line Programs for Hydrological Modelling with Exogenous Variables.
HAIS
Ramón Rueda Delgado, Luis Gonzaga Baca Ruiz, Patricia Jimeno-Sáez, Manuel Pegalajar Cuéllar, David Pulido-Velazquez, Maria del Carmen Pegalajar
2017 C conf
Preliminary Evaluation of Symbolic Regression Methods for Energy Consumption Modelling.
ICPRAM
Ramón Rueda Delgado, Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar
2014 J jnl
Design and implementation of intelligent systems with LEGO Mindstorms for undergraduate computer engineers.
Comput. Appl. Eng. Educ.
Manuel P. Cuéllar, Maria del Carmen Pegalajar
2000 J jnl
Extracting rules from a (fuzzy/crisp) recurrent neural network using a self-organizing map.
Int. J. Intell. Syst.
Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar