| 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 | 300 | 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 | 290 | 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 | 196 | 2012 |
| Elvira: An environment for creating and using probabilistic graphical models Elvira Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002 | 192 | 2002 |
| Speeding up incremental wrapper feature subset selection with Naive Bayes classifier P Bermejo, JA Gámez, JM Puerta Knowledge-Based Systems 55, 140-147, 2014 | 185 | 2014 |
| 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 | 158 | 2011 |
| A preventive model for muscle injuries: a novel approach based on learning algorithms A López-Valenciano, F Ayala, JM Puerta, MDS Croix, F Vera-García, ... Medicine and science in sports and exercise 50 (5), 915, 2018 | 118 | 2018 |
| 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 |
| 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 | 97 | 2012 |
| 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 |
| 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 | 61 | 2009 |
| 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 | 60 | 2011 |
| 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 | 58 | 2013 |
| 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 | 57 | 2002 |
| Stochastic local algorithms for learning belief networks: Searching in the space of the orderings LM de Campos, JM Puerta Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 6th …, 2001 | 56 | 2001 |
| Learning distributed discrete Bayesian network classifiers under MapReduce with Apache spark J Arias, JA Gamez, JM Puerta Knowledge-Based Systems 117, 16-26, 2017 | 50 | 2017 |
| Learning bayesian networks by ant colony optimisation: searching in two different spaces LM de Campos, JA Gámez, JM Puerta Mathware & soft computing 9 (2-3), 251-268, 2002 | 49 | 2002 |
| An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests LM De Campos, JM Fernández‐Luna, JM Puerta International Journal of Intelligent Systems 18 (2), 221-235, 2003 | 45 | 2003 |
| Adaptive fast quadtree level decision algorithm for H. 264 to HEVC video transcoding AJ Díaz-Honrubia, JL Martínez, P Cuenca, JA Gamez, JM Puerta IEEE Transactions on Circuits and Systems for Video Technology 26 (1), 154-168, 2015 | 41 | 2015 |
| Stochastic local and distributed search algorithms for learning belief networks LM de Campos, JM Puerta Proceedings of the III international symposium on adaptive systems …, 2001 | 40 | 2001 |
Jose A. Gámez (ORCID: 0000-0003-1...Universidad de Castilla-La Mancha, Albacete, SpainVerified email at uclm.es
