Using Causal Information and Local Measures to Learn Bayesian Networks (1993)


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by Wai Lam , Fahiem Bacchus
Citations:35 - 2 self

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188 Learning Bayesian belief networks: An approach based on the MDL principle – Wai Lam, Fahiem Bacchus - 1994
3 Learning Bayesian Networks for Solving Real-World Problems – Moninder Singh - 1998
51 Learning Bayesian Belief Networks Based on the Minimum Description Length Principle: Basic Properties – Joe Suzuki - 1996
1 BENEDICT: An Algorithm for Learning Probabilistic Belief Networks – Silvia Acid, Luis M. de Campos
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28 Probabilistic Network Construction Using the Minimum Description Length Principle – Remco R. Bouckaert - 1994
7 Decision Analytic Networks in Artificial Intelligence – Izhar Matzkevich, Bruce Abramson - 1995
17 A Bayesian Analysis of Simulation Algorithms for Inference in Belief Networks, – Paul Dagum, Eric Horvitz - 1993
22 Decomposing Bayesian Networks: Triangulation of Moral Graph with Genetic Algorithms – Pedro LarraƱaga, Cindy Kuijpers, Mikel Poza, Roberto H. Murga - 1997
15 Searching for Bayesian Network Structures in the Space of Restricted Acyclic Aprtially Directed Graphs – Silva Acid, Luis M. de Campos - 2003
Bayesian AI Tutorial – Kevin B. Korb, Ann E. Nicholson
93 Learning Bayesian Networks from Data: An Information-Theory Based Approach – Jie Cheng, Russell Greiner, Jonathan Kelly, David Bell, Weiru Liu
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
32 A Survey of Algorithms for Real-Time Bayesian Network Inference – Haipeng Guo, William Hsu - 2002
1081 A Bayesian method for the induction of probabilistic networks from data – Gregory F. Cooper, Tom Dietterich - 1992
76 The max-min hill-climbing bayesian network structure learning algorithm – Ioannis Tsamardinos, Laura E. Brown, Constantin F. Aliferis - 2006
17 A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests – Luis M. de Campos - 2006
54 Learning Bayesian Network Structures by Searching For the Best Ordering With Genetic Algorithms – Pedro LarraƱaga, Cindy M. H. Kuijpers, Roberto H. Murga, Yosu Yurramendi - 1996
3 A Bayesian Local Causal Discovery Framework – Subramani Mani - 2005