Introduction to Bayesian networks

Studies in Computational Intelligence

Volumn 156, Issue , 2008, Pages 1-5

  Holmes, Dawn E ^a   Jain, Lakhmi C ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF SOUTH AUSTRALIA   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 51849126436     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-85066-3_1     Document Type: Editorial

References (9)

1. Pearl, J.: Probabilistic Reasoning in Intelligent Systems. In: Networks of Plausible Inference. Morgan Kaufmann Publishers, San Francisco (1988)
2. Lauritzen, S.L., Spiegelhalter, D.J.: Local Computations with Probabilities on Graphical Structures and their Applications to Expert Systems. J. Royal Statist.Soc. B 50(2), 154-227 (1988)
3. Andreasson, S., Woldbye, M., Falck, B., Andersen, S.K.: MUNIN - A Causal Probabilistic Network for Interpretation of Electromyographic Findings. In: Proc. of the 10th Int. Joint Conference on AI., Milan, pp. 366-372 (1987)
4. Andreasson, S.K., Oleson, K.G., Jensen, F.V., Jensen, F.: HUGIN- A Shell for Building Bayesian Belief Universes for Expert Systems. In: Proc. of the 11th Int. Joint Conference on AI., Detroit (1989)
5. Klir, G.J., Folger, T.A.: Fuzzy Sets. In: Uncertainty and Information. Prentice-Hall, Englewood Cliffs (1995)
6. Shannon, C.E., Weaver, W.: The Mathematical Theory of Communication. University of Illinois Press (1948)
7. Neapolitan, R.E.: Probabilistic Reasoning in Expert Systems. John Wiley, Chichester (1990)
8. Jensen Finn, V.: An Introduction to Bayesian Networks. UCL Press (1996)
9. Cooper, G.F.: The Computational Complexity of Probabilistic Inference Using Bayesian Belief Networks. Artificial Intelligence 42, 393-405 (1990)