Jose A. Gámez (ORCID: 0000-0003-1188-1117)

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Jose Miguel Puerta (ORCID:0000-000...Professor of Computer Science, Castilla-La Mancha UniversityVerified email at uclm.es
Juan A. AledoProfessor of Mathematics (UCLM)Verified email at uclm.es
Pablo Bermejo LopezAssociate Professor of Computer Science, University of Castilla-La Mancha (Spain)Verified email at uclm.es
M. Julia Flores (ORCID: 0000-0001-6...Professor of Computer Science, University of Castilla - La ManchaVerified email at uclm.es
Luis M. de CamposProfessor of Computer Science and Artificial Intelligence, Universidad de Granada, SpainVerified email at decsai.ugr.es
Luis de la OssaProfessor of Computer Science, University of Castilla-La ManchaVerified email at uclm.es
Juan L. Mateo (ORCID:0000-0001-99...Department of Computer Science, University of OviedoVerified email at uniovi.es
Serafín MoralDept. Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Ana M. MartínezJoint Research Center, European CommissionVerified email at ec.europa.eu
Jacinto AriasPhD Student, University of Castilla-La ManchaVerified email at uclm.es
Javier Cózar del OlmoUniversidad de Castilla-La ManchaVerified email at uclm.es
David Molina-GarcíaUniversity of Castilla-La ManchaVerified email at uclm.es
Alejandro Rosete SuárezUniversidad Tecnológica de La Habana "José Antonio Echevería", CUJAEVerified email at ceis.cujae.edu.cu
Jesus Martínez-Gómez (ORCID: 0000-...University of Castilla-La ManchaVerified email at uclm.es
Ismael García-Varea (ORCID: 0000-00...Professor of Computer Science (Univ. de Castilla-La Mancha, Spain)Verified email at uclm.es
Juan Carlos Alfaro JiménezResearch assistantVerified email at uclm.es
Antonio SalmerónUniversity of Almería, SpainVerified email at ual.es
Pedro CuencaCatedrático de Universidad, Universidad de Castilla-La ManchaVerified email at uclm.es
Antonio Jesús Díaz-HonrubiaUniversidad Politécnica de MadridVerified email at upm.es
J.L. MartinezFull Professor at Computer Science Departament, University of Castilla-La Mancha, SpainVerified email at uclm.es

Jose A. Gámez (ORCID: 0000-0003-1188-1117)

Other namesORCID: 0000-0003-1188-1117

Universidad de Castilla-La Mancha, Albacete, Spain

Verified email at uclm.es - Homepage

Bayesian networks machine learning data mining preference learning metaheuristics


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Ant colony optimization for learning Bayesian networks LM De Campos, JM Fernandez-Luna, JA Gámez, JM Puerta International Journal of Approximate Reasoning 31 (3), 291-311, 2002	286	2002
Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood JA Gámez, JL Mateo, JM Puerta Data Mining and Knowledge Discovery 22, 106-148, 2011	283	2011
Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking P Bermejo, L de la Ossa, JA Gámez, JM Puerta Knowledge-Based Systems 25 (1), 35-44, 2012	193	2012
Speeding up incremental wrapper feature subset selection with Naive Bayes classifier P Bermejo, JA Gámez, JM Puerta Knowledge-Based Systems 55, 140-147, 2014	186	2014
Elvira: An environment for creating and using probabilistic graphical models Elvira Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002	183	2002
A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets P Bermejo, JA Gámez, JM Puerta Pattern Recognition Letters 32 (5), 701-711, 2011	153	2011
Improving the performance of Naive Bayes multinomial in e-mail foldering by introducing distribution-based balance of datasets P Bermejo, JA Gámez, JM Puerta Expert Systems with Applications 38 (3), 2072-2080, 2011	104	2011
A preventive model for hamstring injuries in professional soccer: Learning algorithms F Ayala, A López-Valenciano, JAG Martín, MDS Croix, FJ Vera-Garcia, ... International journal of sports medicine 40 (05), 344-353, 2019	100	2019
Design and simulation of a thermal comfort adaptive system based on fuzzy logic and on-line learning P Bermejo, L Redondo, L de la Ossa, D Rodríguez, J Flores, C Urea, ... Energy and Buildings 49, 367-379, 2012	96	2012
Tackling the rank aggregation problem with evolutionary algorithms JA Aledo, JA Gámez, D Molina Applied Mathematics and Computation 222, 632-644, 2013	64	2013
On the discovery of association rules by means of evolutionary algorithms MJ del Jesus, JA Gamez, P Gonzalez, JM Puerta Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 1 (5 …, 2011	62	2011
Economic modelling of robotic disassembly in end-of-life product recovery for remanufacturing FJ Ramírez, JA Aledo, JA Gamez, DT Pham Computers & Industrial Engineering 142, 106339, 2020	60	2020
Learning bayesian networks by ant colony optimisation: searching in two different spaces LM De Campos, JA Gámez Martín, JM Puerta Mathware & soft computing 9 (3), 251-268, 2008	59*	2008
Handling numeric attributes when comparing Bayesian network classifiers: does the discretization method matter? MJ Flores, JA Gámez, AM Martínez, JM Puerta Applied Intelligence 34, 372-385, 2011	57	2011
Searching for the best elimination sequence in Bayesian networks by using ant colony optimization JA Gámez, JM Puerta Pattern Recognition Letters 23 (1-3), 261-277, 2002	54	2002
Incremental wrapper-based subset selection with replacement: An advantageous alternative to sequential forward selection P Bermejo, JA Gamez, JM Puerta 2009 IEEE symposium on computational intelligence and data mining, 367-374, 2009	53	2009
Incremental compilation of Bayesian networks KGO M. Julia Flores, José A. Gámez UAI '03, Proceedings of the 19th Conference in Uncertainty in Artificial …, 2003	52*	2003
Scaling up the greedy equivalence search algorithm by constraining the search space of equivalence classes JI Alonso-Barba, JA Gámez, JM Puerta International journal of approximate reasoning 54 (4), 429-451, 2013	49	2013
Partial abductive inference in Bayesian belief networks using a genetic algorithm LM de Campos, JA Gámez, S Moral Pattern Recognition Letters 20 (11-13), 1211-1217, 1999	48	1999
Learning distributed discrete Bayesian network classifiers under MapReduce with Apache spark J Arias, JA Gamez, JM Puerta Knowledge-Based Systems 117, 16-26, 2017	47	2017

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