Maria del Carmen Pegalajar Jiménez

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 7

Top Topics

Knowledge Extraction

Machine Learning Models

Computing Environments

Symbolic Regression

Top Venues

Expert Syst. Appl.

Int. J. Approx. Reason.

Publications

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)
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)
Pablo Sánchez-Fernández, Luis Gonzaga Baca Ruiz, Maria del Carmen Pegalajar Jiménez
Application of classical and advanced machine learning models to predict personality on social media. Expert Syst. Appl. 216 (2023)
Manuel I. Capel, Oscar I. Aporta, Maria del Carmen Pegalajar Jiménez
Quality of Service in Cloud Computing Environments with Multitenant DBMS. CLOSER (2020)
Luis G. Baca Ruiz, Maria del Carmen Pegalajar Jiménez, Rossella Arcucci, Miguel Molina-Solana
A time-series clustering methodology for knowledge extraction in energy consumption data. Expert Syst. Appl. 160 (2020)
Ramón Rueda Delgado, Luis G. Baca Ruíz, Manuel P. Cuéllar, Maria del Carmen Pegalajar Jiménez
An Ant Colony Optimization approach for symbolic regression using Straight Line Programs. Application to energy consumption modelling. Int. J. Approx. Reason. 121 (2020)
Ramón Rueda Delgado, Luis G. Baca Ruíz, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores, Maria del Carmen Pegalajar Jiménez
A Comparison Between NARX Neural Networks and Symbolic Regression: An Application for Energy Consumption Forecasting. IPMU (3) (2018)
Sonia Capel-Cuevas, Nuria López-Ruiz, Antonio Martínez-Olmos, Manuel P. Cuéllar, Maria del Carmen Pegalajar Jiménez, Alberto J. Palma, Ignacio de Orbe-Payá, Luis F. Capitán-Vallvey
A Compact Optical Instrument with Artificial Neural Network for pH Determination. Sensors 12 (5) (2012)
Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
Improving learning management through semantic web and social networks in e-learning environments. Expert Syst. Appl. 38 (4) (2011)
Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
A common framework for information sharing in e-learning management systems. Expert Syst. Appl. 38 (3) (2011)
Miguel Delgado, Manuel P. Cuéllar, Maria del Carmen Pegalajar Jiménez
Multiobjective Hybrid Optimization and Training of Recurrent Neural Networks. IEEE Trans. Syst. Man Cybern. Part B 38 (2) (2008)
Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
Problems and Features of Evolutionary Algorithms to Build Hybrid Training Methods for Recurrent Neural Networks. ICEIS (2) (2007)
Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
Topology Optimization and Training of Recurrent Neural Networks with Pareto-Based Multi-objective Algorithms: A Experimental Study. IWANN (2007)
Miguel Delgado, Maria del Carmen Pegalajar Jiménez, Manuel P. Cuéllar
Memetic evolutionary training for recurrent neural networks: an application to time-series prediction. Expert Syst. J. Knowl. Eng. 23 (2) (2006)
Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
An Application of Non-Linear Programming to Train Recurrent Neural Networks in Time Series Prediction Problems. ICEIS (2) (2005)
Miguel Delgado, Maria del Carmen Pegalajar Jiménez
A multiobjective genetic algorithm for obtaining the optimal size of a recurrent neural network for grammatical inference. Pattern Recognit. 38 (9) (2005)
Manuel P. Cuéllar, Waldo Fajardo, Maria del Carmen Pegalajar Jiménez, Ramón Pérez-Pérez, M. A. Navarro
An Adaptable Time-Delay Neural Network to Predict the Spanish Economic Indebtedness. ICEIS (2) (2004)
Manuel P. Cuéllar, A. Navarro, Maria del Carmen Pegalajar Jiménez, Ramón Pérez-Pérez
A Comparative Study of Evolutionary Algorithms for Training Elman Recurrent Neural Networks to Predict Autonomous Indebtedness. ICEIS (2) (2004)
Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
Fuzzy automaton induction using neural network. Int. J. Approx. Reason. 27 (1) (2001)
Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
Identification of fuzzy dynamic systems using Max-Min recurrent neural networks. Fuzzy Sets Syst. 122 (3) (2001)
Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
A real-coded genetic algorithm for training recurrent neural networks. Neural Networks 14 (1) (2001)
Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar Jiménez, Ignacio Requena
Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks. IWANN (1) (2001)
Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar Jiménez
A genetic algorithm to obtain the optimal recurrent neural network. Int. J. Approx. Reason. 23 (1) (2000)