Bayesian networks

Wiley Interdisciplinary Reviews: Computational Statistics

Volumn 1, Issue 3, 2009, Pages 307-315

  Jensen, Finn V ^a  

^a AALBORG UNIVERSITY   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

CHAIN RULES; LEARNING STRUCTURE; PARAMETER LEARNING;

DISTRIBUTED PARAMETER NETWORKS; INFERENCE ENGINES; INTELLIGENT NETWORKS; LEARNING ALGORITHMS; SENSITIVITY ANALYSIS;

BAYESIAN NETWORKS;

EID: 78651578598     PISSN: 19395108     EISSN: 19390068     Source Type: Journal    
DOI: 10.1002/wics.48     Document Type: Review

References (7)

1. Pearl J. Probabilistic Reasoning in Intelligent Systems. San Francisco, CA: Morgan Kaufmann Publishers; 1988.
2. Almond R. Graphical Belief Modelling. London: Chapman & Hall; 1995.
3. Lauritzen SL. Graphical Models. Oxford, UK: Oxford University Press; 1996.
4. Castillo E, Gutierrez JM, Hadi AS. Expert Systems and Probabilistic Network Models. New York: Springer-Verlag; 1997.
5. Cowell RG, Dawid AP, Lauritzen SL. Probabilistic Networks and Expert Systems. New York: Springer-Verlag; 1999.
6. Korb KB, Nicholson AE. Bayesian Artificial Intelligence. London: Chapman & Hall; 2004.
7. Jensen FV, Nielsen TD. Bayesian Networks and Decision Diagrams. New York: Springer-Verlag; 2007.