Stable independence in perfect maps

Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, UAI 2005

Volumn , Issue , 2005, Pages 161-168

  De Waal, Peter R ^a   Van Der Gaag, Linda C ^a  

^a UTRECHT UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

COMPACT REPRESENTATION; NETWORK CONSTRUCTION; PERFECT MAPS;

ARTIFICIAL INTELLIGENCE;

EID: 77955226967     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

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2. S.L. Lauritzen and D.J. Spiegelhalter (1988). Local computations with probabilities on graphical structures and their application to expert systems. J.R. Statist. Soc, B, 50 (no. 2): pp. 154-227.
3. J. Pearl and A. Paz (1985). GRAPHOIDS: A graph-based logic for reasoning about relevance relations. In:Advances in Artificial Intelligence 2, (B. Du Boulay, D. Hogg, and L. Steels (eds.), North-Holland.
4. J. Pearl (1988). Probabilistic Reasoning in Intelligent Systems. Networks of Plausible Inference, Morgan Kaufmann, Palo Alto.
5. M. Studený (1998). Complexity of structural models. In: Proceedings of the Joint Session of the 6th Prague Conference on Asymptotic Statistics and the 13th Prague Conference on Information Theory, Statistical Decision Functions and Random Processes, vol. II, Prague, pp. 521-528.
6. T. Verma and J. Pearl (1990). Causal networks: semantics and expressiveness. In:Proceedings of the Fourth Conference on Uncertainty in Artificial Intelligence, R.D. Shachter et al. (eds.), pp. 69 - 76, Elsevier.
7. P. de Waal and L.C. van der Gaag (2004). Stable independence and complexity of representation. In:Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence, M. Chickering and J. Halpern (eds.), pp. 112 - 119, UAI Press.