Cristóbal J. Carmona

57 papers B 4C 1Misc 3Journal 35Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Application of spiking neural networks and traditional artificial neural networks for solar radiation forecasting in photovoltaic systems in Arab countries.
Neural Comput. Appl.
Bahgat Ayasi, Iago Xabier Vázquez, Mohammed Saleh, Ángel Miguel García-Vico, Cristóbal J. Carmona
2025 — conf
Reducing Experimentation Training Overhead in Time Series Forecasting through LLM Adaptation.
IDEAL (2)
M. Germán-Morales, Antonio J. Rivera, María José del Jesus, Cristóbal J. Carmona
2025 — conf
Synchronising Fuzzy Labels in Federated Evolutionary Systems: A Preliminary Study.
IDEAL (2)
María Asunción Padilla-Rascón, Ángel Miguel García-Vico, Cristóbal J. Carmona
2025 J jnl
Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations.
Inf. Fusion
M. Germán-Morales, Antonio Jesús Rivera, María José del Jesus, Cristóbal J. Carmona
2024 — conf
Advancing Computational Frontiers: Spiking Neural Networks in High-Energy Efficiency Computing Across Diverse Domains.
CAEPIA
Bahgat Ayasi, Ángel Miguel García-Vico, Cristóbal J. Carmona, Mohammed Saleh
2024 J jnl
SDRDPy: An application to graphically visualize the knowledge obtained with supervised descriptive rule algorithms.
CoRR
María Asunción Padilla-Rascón, P. Gonzalez, Cristóbal J. Carmona
2024 J jnl
SDRDPy: An application to graphically visualize the knowledge obtained with supervised descriptive rule algorithms.
SoftwareX
María Asunción Padilla-Rascón, Pedro González, Cristóbal J. Carmona
2024 J jnl
Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations.
CoRR
M. Germán-Morales, Antonio Jesús Rivera Rivas, María José del Jesus Díaz, Cristóbal J. Carmona
2023 C conf
A First Evolutionary Fuzzy Approach for Change Mining with Smart Bands.
FQAS
David Padilla, María Asunción Padilla-Rascón, Rubén Cámara, Cristóbal J. Carmona
2023 J jnl
A distributed evolutionary fuzzy system-based method for the fusion of descriptive emerging patterns in data streams.
Inf. Fusion
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus
2023 J jnl
Clustering: an R library to facilitate the analysis and comparison of cluster algorithms.
Prog. Artif. Intell.
Luis Alfonso Pérez Martos, Ángel Miguel García-Vico, Pedro González, Cristóbal J. Carmona
2021 J jnl
A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams.
Expert Syst. Appl.
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus
2020 J jnl
FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams.
IEEE Trans. Fuzzy Syst.
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, Huseyin Seker, María José del Jesus
2019 J jnl
Subgroup Discovery on Multiple Instance Data.
Int. J. Comput. Intell. Syst.
José María Luna, Cristóbal J. Carmona, Ángel Miguel García-Vico, María José del Jesus, Sebastián Ventura
2018 J jnl
A unifying analysis for the supervised descriptive rule discovery via the weighted relative accuracy.
Knowl. Based Syst.
Cristóbal J. Carmona, María José del Jesus, Francisco Herrera
2018 J jnl
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects.
WIREs Data Mining Knowl. Discov.
Ángel Miguel García-Vico, Cristóbal J. Carmona, Diana Martín, Milton García-Borroto, María José del Jesus
2018 J jnl
Improvement of subgroup descriptions in noisy data by detecting exceptions.
Prog. Artif. Intell.
Pedro González García, Ángel Miguel García-Vico, Cristóbal J. Carmona, María José del Jesus
2018 J jnl
MOEA-EFEP: Multi-Objective Evolutionary Algorithm for Extracting Fuzzy Emerging Patterns.
IEEE Trans. Fuzzy Syst.
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus
2017 J jnl
A Pareto-based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets.
Int. J. Neural Syst.
Alberto Fernández, Cristóbal J. Carmona, María José del Jesus, Francisco Herrera
2017 B conf
A first approach to handle fuzzy emerging patterns mining on big data problems: The EvAEFP-spark algorithm.
FUZZ-IEEE
Ángel Miguel García-Vico, Pedro González, María José del Jesus, Cristóbal J. Carmona
2017 J jnl
MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution.
Knowl. Based Syst.
Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, Pedro González, Cristóbal J. Carmona, María José del Jesus
2016 J jnl
A View on Fuzzy Systems for Big Data: Progress and Opportunities.
Int. J. Comput. Intell. Syst.
Alberto Fernández, Cristóbal J. Carmona, María José del Jesus, Francisco Herrera
2016 — conf
Analysing Concentrating Photovoltaics Technology Through the Use of Emerging Pattern Mining.
SOCO-CISIS-ICEUTE
Ángel Miguel García-Vico, J. Montes, Jorge Aguilera, Cristóbal J. Carmona, María José del Jesus
2016 Misc conf
Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach.
HAIS
Cristóbal J. Carmona, Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera
2016 J jnl
Subgroup Discovery with Evolutionary Fuzzy Systems in R: The SDEFSR Package.
R J.
Ángel M. García, Francisco Charte, Pedro González, Cristóbal J. Carmona, María José del Jesus
2016 J jnl
The influence of noise on the evolutionary fuzzy systems for subgroup discovery.
Soft Comput.
Julián Luengo, Ángel Miguel García-Vico, M. Dolores Pérez-Godoy, Cristóbal J. Carmona
2015 — conf
A First Approach in the Class Noise Filtering Approaches for Fuzzy Subgroup Discovery.
SOCO
Cristóbal J. Carmona, Julián Luengo
2015 J jnl
A differential evolution proposal for estimating the maximum power delivered by CPV modules under real outdoor conditions.
Expert Syst. Appl.
B. García-Domingo, Cristóbal J. Carmona, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera
2015 J jnl
A fuzzy genetic programming-based algorithm for subgroup discovery and the application to one problem of pathogenesis of acute sore throat conditions in humans.
Inf. Sci.
Cristóbal J. Carmona, Victor Ruiz-Rodado, María José del Jesus, A. Weber, Martin Grootveld, Pedro González, David A. Elizondo
2015 — conf
FuGePSD: Fuzzy Genetic Programming-based algorithm for Subgroup Discovery.
IFSA-EUSFLAT
Cristóbal J. Carmona, Pedro González, María José del Jesus
2014 J jnl
Addressing imbalanced classification with instance generation techniques: IPADE-ID.
Neurocomputing
Victoria López, Isaac Triguero, Cristóbal J. Carmona, Salvador García, Francisco Herrera
2014 J jnl
Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms.
WIREs Data Mining Knowl. Discov.
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
2014 J jnl
Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets.
Appl. Soft Comput.
M. Dolores Pérez-Godoy, Antonio J. Rivera, Cristóbal J. Carmona, María José del Jesus
2013 — conf
An evolutionary fuzzy system for the detection of exceptions in subgroup discovery.
IFSA/NAFIPS
Cristóbal J. Carmona, Pedro González, María José del Jesus, B. García-Domingo, Jorge Aguilera
2013 J jnl
Fuzzy rules for describing subgroups from Influenza A virus using a multi-objective evolutionary algorithm.
Appl. Soft Comput.
Cristóbal J. Carmona, Charalambos Chrysostomou, Huseyin Seker, María José del Jesus
2013 J jnl
MEFES: An evolutionary proposal for the detection of exceptions in subgroup discovery. An application to Concentrating Photovoltaic Technology.
Knowl. Based Syst.
Cristóbal J. Carmona, Pedro González, B. García-Domingo, María José del Jesus, Jorge Aguilera
2012 — conf
A Preliminary Study on Selecting the Optimal Cut Points in Discretization by Evolutionary Algorithms.
ICPRAM (1)
Salvador García, Victoria López, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera
2012 B conf
A preliminary study on missing data imputation in evolutionary fuzzy systems of subgroup discovery.
FUZZ-IEEE
Cristóbal J. Carmona, Julián Luengo, Pedro González, María José del Jesus
2012 J jnl
An analysis on the use of pre-processing methods in evolutionary fuzzy systems for subgroup discovery.
Expert Syst. Appl.
Cristóbal J. Carmona, Julián Luengo, Pedro González, María José del Jesus
2012 J jnl
Evolutionary-based selection of generalized instances for imbalanced classification.
Knowl. Based Syst.
Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera
2012 J jnl
Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD.
Int. J. Comput. Intell. Syst.
Cristóbal J. Carmona, Pedro González, María José Gacto, María José del Jesus
2012 — conf
Subgroup Discovery Applied to the e-Commerce Website OrOliveSur.com.
ICEIS (2)
Cristóbal J. Carmona, Sergio Ramírez-Gallego, F. J. Torres, Enrique Bernal, María José del Jesus, Salvador García
2012 J jnl
Web usage mining to improve the design of an e-commerce website: OrOliveSur.com.
Expert Syst. Appl.
Cristóbal J. Carmona, Sergio Ramírez-Gallego, F. J. Torres, Enrique Bernal, María José del Jesus, Salvador García
2011 J jnl
An overview on subgroup discovery: foundations and applications.
Knowl. Inf. Syst.
Francisco Herrera, Cristóbal J. Carmona, Pedro González, María José del Jesus
2011 — conf
Analysis of the impact of using different diversity functions for the subgroup discovery algorithm NMEEF-SD.
GEFS
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
2011 J jnl
Evolutionary fuzzy rule extraction for subgroup discovery in a psychiatric emergency department.
Soft Comput.
Cristóbal J. Carmona, Pedro González, María José del Jesus, Mercedes Navío-Acosta, L. Jiménez-Trevino
2011 J jnl
Evolutionary selection of hyperrectangles in nested generalized exemplar learning.
Appl. Soft Comput.
Salvador García, Joaquín Derrac, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera
2010 — conf
A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification.
IEA/AIE (1)
Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera
2010 B conf
A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design.
IJCNN
M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, María José del Jesus
2010 — conf
CO
NICSO
M. Dolores Pérez-Godoy, Pedro Pérez-Recuerda, María Pilar Frías, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, Manuel Parras
2010 J jnl
CO
Int. J. Hybrid Intell. Syst.
M. Dolores Pérez-Godoy, Pedro Pérez-Recuerda, Antonio Jesús Rivera Rivas, María José del Jesus, Cristóbal J. Carmona, María Pilar Frías, Manuel Parras
2010 J jnl
NMEEF-SD: Non-dominated Multiobjective Evolutionary Algorithm for Extracting Fuzzy Rules in Subgroup Discovery.
IEEE Trans. Fuzzy Syst.
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
2010 — conf
Preselection of Neurostimulation Waveforms for Visual Prostheses using Genetic Algorithms.
BIODEVICES
Samuel F. Romero, Alberto Guillén, Cristóbal J. Carmona, Christian A. Morillas, Francisco J. Pelayo, Héctor Pomares
2009 B conf
An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery.
FUZZ-IEEE
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
2009 — conf
EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design.
IWANN (1)
Pedro L. López, Antonio Jesús Rivera Rivas, M. Dolores Pérez-Godoy, María José del Jesus, Cristóbal J. Carmona
2009 Misc conf
Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery.
HAIS
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
2008 Misc conf
Techniques of Engineering Applied to a Non-structured Data Model.
DCAI
Cristóbal J. Carmona, María José del Jesus, Pablo Guerrero, Reyes Peña-Santiago, Víctor M. Rivas