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ORCIDCristóbal J. Carmona
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- affiliation: University of Burgos, Spain
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Journal Articles
- 2024
[j34]M. Asunción Padilla-Rascon, Pedro González, Cristóbal J. Carmona:
SDRDPy: An application to graphically visualize the knowledge obtained with supervised descriptive rule algorithms. SoftwareX 28: 101939 (2024)- 2023
- [j33]Luis Alfonso Pérez Martos
, Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona:
A Multiclustering Evolutionary Hyperrectangle-Based Algorithm. Int. J. Comput. Intell. Syst. 16(1): 165 (2023) - [j32]Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus:
A distributed evolutionary fuzzy system-based method for the fusion of descriptive emerging patterns in data streams. Inf. Fusion 91: 412-423 (2023) - [j31]Luis Alfonso Pérez Martos, Ángel Miguel García-Vico, Pedro González, Cristóbal J. Carmona:
Clustering: an R library to facilitate the analysis and comparison of cluster algorithms. Prog. Artif. Intell. 12(1): 33-44 (2023) - 2021
- [j30]Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus:
A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams. Expert Syst. Appl. 183: 115419 (2021) - 2020
- [j29]Ángel Miguel García-Vico, Francisco Charte, Pedro González, David A. Elizondo, Cristóbal José Carmona:
E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments. Neurocomputing 415: 60-73 (2020) - [j28]Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, Huseyin Seker, María José del Jesus:
FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams. IEEE Trans. Fuzzy Syst. 28(12): 3193-3203 (2020) - 2019
- [j27]Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona, María José del Jesus:
A Big Data Approach for the Extraction of Fuzzy Emerging Patterns. Cogn. Comput. 11(3): 400-417 (2019) - [j26]José María Luna, Cristóbal J. Carmona, Ángel Miguel García-Vico, María José del Jesus, Sebastián Ventura:
Subgroup Discovery on Multiple Instance Data. Int. J. Comput. Intell. Syst. 12(2): 1602-1612 (2019) - 2018
- [j25]Cristóbal J. Carmona, María José del Jesus, Francisco Herrera:
A unifying analysis for the supervised descriptive rule discovery via the weighted relative accuracy. Knowl. Based Syst. 139: 89-100 (2018) - [j24]Pedro González García, Ángel Miguel García-Vico, Cristóbal J. Carmona, María José del Jesus:
Improvement of subgroup descriptions in noisy data by detecting exceptions. Prog. Artif. Intell. 7(1): 55-64 (2018) - [j23]Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus:
MOEA-EFEP: Multi-Objective Evolutionary Algorithm for Extracting Fuzzy Emerging Patterns. IEEE Trans. Fuzzy Syst. 26(5): 2861-2872 (2018) - [j22]Ángel Miguel García-Vico, Cristóbal J. Carmona, Diana Martín, Milton García-Borroto, María José del Jesus:
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects. WIREs Data Mining Knowl. Discov. 8(1) (2018) - 2017
- [j21]Alberto Fernández, Cristóbal J. Carmona, María José del Jesus, Francisco Herrera:
A Pareto-based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets. Int. J. Neural Syst. 27(6): 1750028:1-1750028:21 (2017) - [j20]Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, Pedro González, Cristóbal J. Carmona, María José del Jesus:
MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution. Knowl. Based Syst. 117: 70-78 (2017) - 2016
- [j19]Alberto Fernández, Cristóbal J. Carmona, María José del Jesus, Francisco Herrera:
A View on Fuzzy Systems for Big Data: Progress and Opportunities. Int. J. Comput. Intell. Syst. 9(sup1): 69-80 (2016) - [j18]Ángel M. García, Francisco Charte, Pedro González, Cristóbal J. Carmona, María José del Jesus:
Subgroup Discovery with Evolutionary Fuzzy Systems in R: The SDEFSR Package. R J. 8(2): 307 (2016) - [j17]Julián Luengo, Ángel Miguel García-Vico, M. Dolores Pérez-Godoy, Cristóbal J. Carmona:
The influence of noise on the evolutionary fuzzy systems for subgroup discovery. Soft Comput. 20(11): 4313-4330 (2016) - 2015
- [j16]B. García-Domingo, Cristóbal J. Carmona, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera:
A differential evolution proposal for estimating the maximum power delivered by CPV modules under real outdoor conditions. Expert Syst. Appl. 42(13): 5452-5462 (2015) - [j15]Cristóbal J. Carmona, Victor Ruiz-Rodado, María José del Jesus, A. Weber, Martin Grootveld, Pedro González, David A. Elizondo:
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. 298: 180-197 (2015) - 2014
- [j14]M. Dolores Pérez-Godoy, Antonio J. Rivera, Cristóbal J. Carmona, María José del Jesus:
Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets. Appl. Soft Comput. 25: 26-39 (2014) - [j13]Victoria López, Isaac Triguero, Cristóbal J. Carmona, Salvador García, Francisco Herrera:
Addressing imbalanced classification with instance generation techniques: IPADE-ID. Neurocomputing 126: 15-28 (2014) - [j12]Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera:
Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms. WIREs Data Mining Knowl. Discov. 4(2): 87-103 (2014) - 2013
- [j11]Cristóbal J. Carmona, Charalambos Chrysostomou, Huseyin Seker, María José del Jesus:
Fuzzy rules for describing subgroups from Influenza A virus using a multi-objective evolutionary algorithm. Appl. Soft Comput. 13(8): 3439-3448 (2013) - [j10]Cristóbal J. Carmona, Pedro González, B. García-Domingo, María José del Jesus, Jorge Aguilera:
MEFES: An evolutionary proposal for the detection of exceptions in subgroup discovery. An application to Concentrating Photovoltaic Technology. Knowl. Based Syst. 54: 73-85 (2013) - 2012
- [j9]Cristóbal J. Carmona, Sergio Ramírez-Gallego, F. J. Torres, Enrique Bernal, María José del Jesus, Salvador García:
Web usage mining to improve the design of an e-commerce website: OrOliveSur.com. Expert Syst. Appl. 39(12): 11243-11249 (2012) - [j8]Cristóbal J. Carmona, Julián Luengo, Pedro González, María José del Jesus:
An analysis on the use of pre-processing methods in evolutionary fuzzy systems for subgroup discovery. Expert Syst. Appl. 39(13): 11404-11412 (2012) - [j7]Cristóbal J. Carmona, Pedro González, María José Gacto, María José del Jesus:
Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD. Int. J. Comput. Intell. Syst. 5(2): 355-367 (2012) - [j6]Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera:
Evolutionary-based selection of generalized instances for imbalanced classification. Knowl. Based Syst. 25(1): 3-12 (2012) - 2011
- [j5]Salvador García, Joaquín Derrac, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera:
Evolutionary selection of hyperrectangles in nested generalized exemplar learning. Appl. Soft Comput. 11(3): 3032-3045 (2011) - [j4]Francisco Herrera, Cristóbal J. Carmona, Pedro González, María José del Jesus:
An overview on subgroup discovery: foundations and applications. Knowl. Inf. Syst. 29(3): 495-525 (2011) - [j3]Cristóbal J. Carmona, Pedro González, María José del Jesus, Mercedes Navío-Acosta, L. Jiménez-Trevino:
Evolutionary fuzzy rule extraction for subgroup discovery in a psychiatric emergency department. Soft Comput. 15(12): 2435-2448 (2011) - 2010
- [j2]M. Dolores Pérez-Godoy, Pedro Pérez-Recuerda, Antonio Jesús Rivera Rivas, María José del Jesus, Cristóbal J. Carmona, María Pilar Frías, Manuel Parras:
CO2RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market. Int. J. Hybrid Intell. Syst. 7(1): 75-87 (2010) - [j1]Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera:
NMEEF-SD: Non-dominated Multiobjective Evolutionary Algorithm for Extracting Fuzzy Rules in Subgroup Discovery. IEEE Trans. Fuzzy Syst. 18(5): 958-970 (2010)
Conference and Workshop Papers
- 2024
- [c22]Bahgat Ayasi, Ángel Miguel García-Vico, Cristóbal J. Carmona, Mohammed Saleh:
Advancing Computational Frontiers: Spiking Neural Networks in High-Energy Efficiency Computing Across Diverse Domains. CAEPIA 2024: 9-18 - 2023
- [c21]David Padilla, M. Asunción Padilla-Rascón, Rubén Cámara, Cristóbal J. Carmona:
A First Evolutionary Fuzzy Approach for Change Mining with Smart Bands. FQAS 2023: 171-181 - 2022
- [c20]Luis Alfonso Pérez Martos, Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona:
A Case of Study with the Clustering R Library to Measure the Quality of Cluster Algorithms. HAIS 2022: 88-97 - 2020
- [c19]Ángel Miguel García-Vico, Cristóbal José Carmona, Pedro González, María José del Jesus:
A Preliminary Many Objective Approach for Extracting Fuzzy Emerging Patterns. SOCO 2020: 100-110 - 2017
- [c18]Ángel Miguel García-Vico, Pedro González, María José del Jesus, Cristóbal J. Carmona:
A first approach to handle fuzzy emerging patterns mining on big data problems: The EvAEFP-spark algorithm. FUZZ-IEEE 2017: 1-6 - 2016
- [c17]Cristóbal J. Carmona, Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera:
Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach. HAIS 2016: 273-282 - [c16]Ángel Miguel García-Vico, J. Montes, Jorge Aguilera, Cristóbal J. Carmona, María José del Jesus:
Analysing Concentrating Photovoltaics Technology Through the Use of Emerging Pattern Mining. SOCO-CISIS-ICEUTE 2016: 334-344 - 2015
- [c15]Cristóbal J. Carmona, Pedro González, María José del Jesus:
FuGePSD: Fuzzy Genetic Programming-based algorithm for Subgroup Discovery. IFSA-EUSFLAT 2015 - [c14]Cristóbal J. Carmona, Julián Luengo:
A First Approach in the Class Noise Filtering Approaches for Fuzzy Subgroup Discovery. SOCO 2015: 387-399 - 2013
- [c13]Cristóbal J. Carmona, Pedro González, María José del Jesus, B. García-Domingo, Jorge Aguilera:
An evolutionary fuzzy system for the detection of exceptions in subgroup discovery. IFSA/NAFIPS 2013: 74-79 - 2012
- [c12]Cristóbal J. Carmona, Julián Luengo, Pedro González, María José del Jesus:
A preliminary study on missing data imputation in evolutionary fuzzy systems of subgroup discovery. FUZZ-IEEE 2012: 1-7 - [c11]Cristóbal J. Carmona, Sergio Ramírez-Gallego, F. J. Torres, Enrique Bernal, María José del Jesus, Salvador García:
Subgroup Discovery Applied to the e-Commerce Website OrOliveSur.com. ICEIS (2) 2012: 239-244 - [c10]Salvador García, Victoria López, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera:
A Preliminary Study on Selecting the Optimal Cut Points in Discretization by Evolutionary Algorithms. ICPRAM (1) 2012: 211-216 - 2011
- [c9]Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera:
Analysis of the impact of using different diversity functions for the subgroup discovery algorithm NMEEF-SD. GEFS 2011: 17-23 - 2010
- [c8]Samuel F. Romero, Alberto Guillén, Cristóbal J. Carmona, Christian A. Morillas, Francisco J. Pelayo, Héctor Pomares:
Preselection of Neurostimulation Waveforms for Visual Prostheses using Genetic Algorithms. BIODEVICES 2010: 191-194 - [c7]Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera:
A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification. IEA/AIE (1) 2010: 601-610 - [c6]M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, María José del Jesus:
A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design. IJCNN 2010: 1-7 - [c5]M. Dolores Pérez-Godoy, Pedro Pérez-Recuerda, María Pilar Frías, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, Manuel Parras:
CO2RBFN for Short and Medium Term Forecasting of the Extra-Virgin Olive Oil Price. NICSO 2010: 113-125 - 2009
- [c4]Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera:
An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery. FUZZ-IEEE 2009: 1706-1711 - [c3]Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera:
Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery. HAIS 2009: 573-580 - [c2]Pedro L. López, Antonio Jesús Rivera Rivas, M. Dolores Pérez-Godoy, María José del Jesus, Cristóbal J. Carmona:
EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design. IWANN (1) 2009: 752-759 - 2008
- [c1]Cristóbal J. Carmona, María José del Jesus, Pablo Guerrero, Reyes Peña-Santiago, Víctor M. Rivas:
Techniques of Engineering Applied to a Non-structured Data Model. DCAI 2008: 410-414
Informal and Other Publications
- 2024
- [i2]M. Asunción Padilla-Rascon, P. Gonzalez, Cristóbal J. Carmona:
SDRDPy: An application to graphically visualize the knowledge obtained with supervised descriptive rule algorithms. CoRR abs/2401.17783 (2024) - [i1]M. Germán-Morales, Antonio Jesús Rivera Rivas, María José del Jesus Díaz, Cristóbal J. Carmona:
Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations. CoRR abs/2410.11539 (2024)
Coauthor Index
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