| 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 (1), 106-148, 2011 | 331 | 2011 |
| 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 | 293 | 2002 |
| 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 | 202 | 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 | 196 | 2014 |
| Elvira: An environment for creating and using probabilistic graphical models Elvira Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002 | 195 | 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 | 160 | 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 | 148 | 2019 |
| 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 | 105 | 2011 |
| 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 | 99 | 2012 |
| 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 | 98 | 2020 |
| 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 | 75 | 2013 |
| Tackling the rank aggregation problem with evolutionary algorithms JA Aledo, JA Gámez, D Molina Applied Mathematics and Computation 222, 632-644, 2013 | 69 | 2013 |
| 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 | 66 | 2009 |
| 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 | 63 | 2011 |
| Handling numeric attributes when comparing Bayesian network classifiers: does the discretization method matter? MJ Flores, JA Gámez, AM Martínez, JM Puerta Applied Intelligence 34 (3), 372-385, 2011 | 62 | 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 | 61 | 2002 |
| 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 | 60* | 2008 |
| Tackling the supervised label ranking problem by bagging weak learners JA Aledo, JA Gámez, D Molina Information Fusion 35, 38-50, 2017 | 55 | 2017 |
| Utopia in the solution of the bucket order problem JA Aledo, JA Gámez, A Rosete Decision Support Systems 97, 69-80, 2017 | 53 | 2017 |
| 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 |
Jose Miguel Puerta (ORCID:0000-000...Professor of Computer Science, Castilla-La Mancha UniversityVerified email at uclm.es
