Jesus Alcala-Fdez

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Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainDirección de correo verificada de decsai.ugr.es
Rafael AlcaláFull Professor of Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es
Luciano SanchezProfessor of Computer Science, Oviedo UniversityDirección de correo verificada de uniovi.es
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Dirección de correo verificada de decsai.ugr.es
María José GactoUniversity of JaénDirección de correo verificada de ujaen.es
José OteroAssociate professor, Computer Science Department, Oviedo UniversityDirección de correo verificada de uniovi.es
Joaquin Derrac RusData ScientistDirección de correo verificada de gresearch.co.uk
María José Del Jesus DíazAssociate professor of Computer Science, University of JaénDirección de correo verificada de ujaen.es
Jose Maria Alonso Moral (ORCID: 000...Research Center on Intelligent Technologies (CITIUS) of University of Santiago de Compostela (USC)Dirección de correo verificada de usc.es
Alberto Fernández HilarioFull Professor of Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es
Diana Martín RodríguezUniversidad Tecnológica de la Habana, CUJAEDirección de correo verificada de ceis.cujae.edu.cu
Sebastián Ventura (ORCID: 0000-000...Professor of Computing and Artificial Intelligence, University of Cordoba (RoR:05yc77b46)Dirección de correo verificada de uco.es
Oscar CordónProfessor, IEEE-IFSA Fellow, Natl. Computer Science Award. DaSCI Research Institute & DECSAI, UGRDirección de correo verificada de decsai.ugr.es
Julián Luengo MartínAssociate Professor at University of GranadaDirección de correo verificada de decsai.ugr.es
Jorge CasillasFull Professor of Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es
Jose Manuel Soto HidalgoProfessor at University of GranadaDirección de correo verificada de ugr.es
Alejandro Rosete SuárezUniversidad Tecnológica de La Habana "José Antonio Echevería", CUJAEDirección de correo verificada de ceis.cujae.edu.cu
Cristóbal Romero (ORCID: 0000-0003...Full Professor in University of Cordoba and member of KDIS Research GroupDirección de correo verificada de uco.es
Jaume BacarditProfessor of Artificial Intelligence, Newcastle UniversityDirección de correo verificada de newcastle.ac.uk
Sergio González VázquezPhD on Information & Communications Technology. Department of Computer Science and ArtificialDirección de correo verificada de decsai.ugr.es

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Jesus Alcala-Fdez

Full Professor of Computer Science and Artificial Intelligence, University of Granada

Dirección de correo verificada de decsai.ugr.es - Página principal

Association rules Evolutionary fuzzy systems Multiobjective learning Data Mining Software


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
KEEL data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework J Alcala-Fdez, A Fernández, J Luengo, J Derrac, S García, L Sánchez, ... Journal of Multiple-Valued Logic and Soft Computing 17, 255-287, 2011	3161*	2011
KEEL: a software tool to assess evolutionary algorithms for data mining problems J Alcalá-Fdez, L Sanchez, S Garcia, MJ del Jesus, S Ventura, JM Garrell, ... Soft Computing 13, 307-318, 2009	1689	2009
A fuzzy association rule-based classification model for high-dimensional problems with genetic rule selection and lateral tuning J Alcalá-Fdez, R Alcala, F Herrera IEEE Transactions on Fuzzy systems 19 (5), 857-872, 2011	443	2011
A consistency‐based procedure to estimate missing pairwise preference values S Alonso, F Chiclana, F Herrera, E Herrera‐Viedma, J Alcalá‐Fdez, ... International journal of intelligent systems 23 (2), 155-175, 2008	337	2008
KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining I Triguero, S González, JM Moyano, S García, J Alcala-Fdez, J Luengo, ... International Journal of Computational Intelligence Systems 10, 1238-1249, 2017	294	2017
jFuzzyLogic: a java library to design fuzzy logic controllers according to the standard for fuzzy control programming P Cingolani, J Alcalá-Fdez International Journal of Computational Intelligence Systems 6 (sup1), 61-75, 2013	248	2013
jFuzzyLogic: a robust and flexible Fuzzy-Logic inference system language implementation P Cingolani, J Alcala-Fdez 2012 IEEE International Conference on Fuzzy Systems, 1-8, 2012	239	2012
A proposal for the genetic lateral tuning of linguistic fuzzy systems and its interaction with rule selection R Alcalá, J Alcalá-Fdez, F Herrera Fuzzy Systems, IEEE Transactions on 15 (4), 616-635, 2007	234	2007
Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms J Alcalá-Fdez, R Alcalá, MJ Gacto, F Herrera Fuzzy Sets and Systems 160 (7), 905-921, 2009	230	2009
A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistic fuzzy rule-based systems R Alcalá, MJ Gacto, F Herrera, J Alcalá-Fdez International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2007	155	2007
Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation R Alcalá, J Alcalá-Fdez, F Herrera, J Otero International Journal of Approximate Reasoning 44 (1), 45-64, 2007	154	2007
A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends and Prospects J Alcalá-Fdez, JM Alonso IEEE Transactions on Fuzzy Systems. DOI: 10.1109/TFUZZ.2015.2426212, 24 (1 …, 2016	140	2016
A new multiobjective evolutionary algorithm for mining a reduced set of interesting positive and negative quantitative association rules D Martin, A Rosete, J Alcalá-Fdez, F Herrera IEEE transactions on evolutionary computation 18 (1), 54-69, 2013	128	2013
Hybrid learning models to get the interpretability–accuracy trade-off in fuzzy modeling R Alcalá, J Alcalá-Fdez, J Casillas, O Cordón, F Herrera Soft Computing 10, 717-734, 2006	119	2006
NICGAR: a Niching Genetic Algorithm to Mine a Diverse Set of Interesting Quantitative Association Rules D Martín, J Alcalá-Fdez, A Rosete, F Herrera Information Sciences, DOI: 10.1016/j.ins.2016.03.039 355356, 208-228, 2016	93	2016
QAR-CIP-NSGA-II: A new multi-objective evolutionary algorithm to mine quantitative association rules D Martín, A Rosete, J Alcalá-Fdez, F Herrera Information Sciences 258, 1-28, 2014	92	2014
Local identification of prototypes for genetic learning of accurate TSK fuzzy rule‐based systems R Alcalá, J Alcalá‐Fdez, J Casillas, O Cordón, F Herrera International Journal of Intelligent Systems 22 (9), 909-941, 2007	80	2007
Rule base reduction and genetic tuning of fuzzy systems based on the linguistic 3-tuples representation R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera Soft Computing 11 (5), 401-419, 2007	72	2007
eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research A Anguita-Ruiz, A Segura-Delgado, R Alcalá, CM Aguilera, J Alcalá-Fdez PLoS computational biology 16 (4), e1007792, 2020	70	2020
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera Applied Intelligence 31, 15-30, 2009	70	2009

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