Searching for Bayesian network structures in the space of restricted acyclic partially directed graphs S Acid, LM de Campos Journal of artificial intelligence research 18, 445-490, 2003 | 188 | 2003 |
A comparison of learning algorithms for Bayesian networks: a case study based on data from an emergency medical service S Acid, LM de Campos, JM Fernández-Luna, S Rodrıguez, JM Rodrıguez, ... Artificial intelligence in medicine 30 (3), 215-232, 2004 | 141 | 2004 |
An algorithm for finding minimum d-separating sets in belief networks S Acid, LM De Campos arXiv preprint arXiv:1302.3549, 2013 | 107 | 2013 |
A hybrid methodology for learning belief networks: BENEDICT S Acid, LM de Campos International Journal of Approximate Reasoning 27 (3), 235-262, 2001 | 104 | 2001 |
Learning Bayesian network classifiers: Searching in a space of partially directed acyclic graphs S Acid, LM de Campos, JG Castellano Machine learning 59, 213-235, 2005 | 99 | 2005 |
An information retrieval model based on simple Bayesian networks S Acid, LM De Campos, JM Fernández‐Luna, JF Huete International Journal of Intelligent Systems 18 (2), 251-265, 2003 | 93 | 2003 |
Introducing the polytree approximation of distribution algorithm M Soto, A Ochoa, S Acid, LM De Campos Second Symposium on Artificial Intelligence. Adaptive Systems. CIMAF 99, 360-367, 1999 | 42 | 1999 |
Approximations of causal networks by polytrees: an empirical study S Acid, LM de Campos International Conference on Information Processing and Management of …, 1994 | 37 | 1994 |
Learning with CASTLE S Acid, LM de Campos, A González, R Molina, N Pérez de la Blanca Symbolic and Quantitative Approaches to Uncertainty: European Conference …, 1991 | 31 | 1991 |
Score-based methods for learning Markov boundaries by searching in constrained spaces S Acid, LM de Campos, M Fernández Data mining and knowledge discovery 26, 174-212, 2013 | 22 | 2013 |
The search of causal orderings: a short cut for learning belief networks S Acid, LM de Campos, JF Huete European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2001 | 17 | 2001 |
Minimum redundancy maximum relevancy versus score-based methods for learning Markov boundaries S Acid, LM de Campos, M Fernández 2011 11th International Conference on Intelligent Systems Design and …, 2011 | 16 | 2011 |
Learning right sized belief networks by means of a hybrid methodology S Acid, LM De Campos European Conference on Principles of Data Mining and Knowledge Discovery …, 2000 | 15 | 2000 |
Bayesian evolutionary algorithms based on simplified models MR Soto, A Ochoa, S Acid, LM Campos Proceedings of the Second Symposium on Artificial Intelligence (CIMAF-99 …, 1999 | 11 | 1999 |
CASTLE: a tool for Bayesian learning LM DE CAMPOS, A GONZALEZ, R MOLINA, NP DE LA BLANCA Commission of the European Communities DG XIII: Telecommunications …, 1991 | 8 | 1991 |
CASTLE: Causal Structures from Inductive Learning S Acid, LM Campos, A González, R Molina, N Pérez de la Blanca Release 1.0. Technical Report, 1991 | 7 | 1991 |
Bayesian learning algorithms in castle S Acid, LM Campos, A González, R Molina, N Pérez de la Blanca Report, 1991 | 6 | 1991 |
Estimating probability values from an incomplete dataset S Acid, LM de Campos, JF Huete International Journal of Approximate Reasoning 27 (2), 183-204, 2001 | 5 | 2001 |
Evaluation methods and strategies for the interactive use of classifiers S Acid, LM de Campos, M Fernandez International journal of human-computer studies 70 (5), 321-331, 2012 | 3 | 2012 |
JM Fern andez-Luna, JF Huete S Acid, LM de Campos An information retrieval model based on simple Bayesian networks …, 2003 | 3 | 2003 |