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 | 163 | 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 | 128 | 2004 |
A hybrid methodology for learning belief networks: BENEDICT S Acid, LM de Campos International Journal of Approximate Reasoning 27 (3), 235-262, 2001 | 100 | 2001 |
An algorithm for finding minimum d-separating sets in belief networks S Acid, LM De Campos arXiv preprint arXiv:1302.3549, 2013 | 95 | 2013 |
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 | 92 | 2003 |
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 | 91 | 2005 |
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 Advances in Intelligent Computing—IPMU'94: 5th International Conference on …, 1995 | 35 | 1995 |
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 | 28 | 1991 |
The search of causal orderings: A short cut for learning belief networks S Acid, LM de Campos, JF Huete Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 6th …, 2001 | 17 | 2001 |
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 | 16 | 2013 |
Learning right sized belief networks by means of a hybrid methodology S Acid, LM De Campos Principles of Data Mining and Knowledge Discovery: 4th European Conference …, 2002 | 14 | 2002 |
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 | 12 | 2011 |
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 | 12 | 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 | 10 | 1991 |
de Campos, Juan M. Fernandez-Luna, Susana Rodriguez, Jose Maria Rodriguez, and Jose Luis Salcedo. A comparison of learning algorithms for bayesian networks: a case study based … S Acid Artificial intelligence in medicine 30 (3), 215-232, 2004 | 9 | 2004 |
Estimating probability values from an incomplete dataset S Acid, LM de Campos, JF Huete International Journal of Approximate Reasoning 27 (2), 183-204, 2001 | 7 | 2001 |
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 | 6 | 1991 |
de Campos, Juan M. Fernández-Luna, and Juan F. Huete S Acid, M Luis An information retrieval model based on simple bayesian networks …, 2003 | 4 | 2003 |
Bayesian learning algorithms in castle S Acid, LM Campos, A González, R Molina, N Pérez de la Blanca Report, 1991 | 4 | 1991 |