Structure Learning of Bayesian Networks by Hybrid Genetic Algorithms (1995)

by Pedro Larrañaga , Roberto Murga , Mikel Poza , Cindy Kuijpers
Citations:4 - 3 self

Active Bibliography

71 Learning Bayesian Networks by Genetic Algorithms. A case study in the prediction of survival in malignant skin melanoma – P. Larranaga, B. Sierra, M. J. Gallego, M. J. Michelena, J. M. Picaza - 1997
54 Learning Bayesian Network Structures by Searching For the Best Ordering With Genetic Algorithms – Pedro Larrañaga, Cindy M. H. Kuijpers, Roberto H. Murga, Yosu Yurramendi - 1996
15 Searching for Bayesian Network Structures in the Space of Restricted Acyclic Aprtially Directed Graphs – Silva Acid, Luis M. de Campos - 2003
93 Learning Bayesian Networks from Data: An Information-Theory Based Approach – Jie Cheng, Russell Greiner, Jonathan Kelly, David Bell, Weiru Liu
23 A `Microscopic' Study of Minimum Entropy Search in Learning Decomposable Markov Networks – Y. Xiang, S.K.M. Wong, N. Cercone - 1995
35 Learning Bayesian Networks from Data: An Efficient Approach Based on Information Theory – Jie Cheng, David Bell, Weiru Liu - 1997
172 A Guide to the Literature on Learning Probabilistic Networks From Data – Wray Buntine - 1996
1 BENEDICT: An Algorithm for Learning Probabilistic Belief Networks – Silvia Acid, Luis M. de Campos
Possibilistic Conditional Independence: a similarity-based measure and its application to causal network learning – Ramón Sanguesa Sole, Joan Cabós Fabregat, Ulises Cortés García, Independence A - 1994
12 Knowing and reasoning in – Delphine Rossille A, Jean-françois Laurent C, Anita Burgun A - 1992
22 Decomposing Bayesian Networks: Triangulation of Moral Graph with Genetic Algorithms – Pedro Larrañaga, Cindy Kuijpers, Mikel Poza, Roberto H. Murga - 1997
28 Probabilistic Network Construction Using the Minimum Description Length Principle – Remco R. Bouckaert - 1994
51 Learning Bayesian Belief Networks Based on the Minimum Description Length Principle: Basic Properties – Joe Suzuki - 1996
77 Construction of Bayesian Network Structures From Data: A Brief Survey and an Efficient Algorithm – Moninder Singh , Marco Valtorta - 1995
28 Critical Remarks on Single Link Search in Learning Belief Networks – Yang Xiang, Y. Xiang, S.K.M.Wong, N. Cercone - 1996
1081 A Bayesian method for the induction of probabilistic networks from data – Gregory F. Cooper, Tom Dietterich - 1992
1 A Decision theoretic view on choosing heuristics for discovery of graphical models – Y. Xiang - 2007
43 An Algorithm for Bayesian Belief Network Construction from Data – Jie Cheng , David A. Bell, Weiru Liu - 1997
43 Optimization by learning and simulation of Bayesian and Gaussian networks – P. Larrañaga, R. Etxeberria, J. A. Lozano, J.M. Peña, J. M. Pe~na - 1999