Lattices for studying monotonicity of Bayesian networks

Proceedings of the 3rd European Workshop on Probabilistic Graphical Models, PGM 2006

Volumn , Issue , 2006, Pages 99-106

  Van Der Gaag, Linda C ^a   Renooij, Silja ^a   Geenen, Petra L ^a  

^a UTRECHT UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

MONOTONICITY; MONOTONICITY PROPERTY; OBSERVABLE VARIABLES; REAL PROBLEMS;

VETERINARY MEDICINE;

BAYESIAN NETWORKS;

EID: 84874695778     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. J.O. Berger. 1980. Statistical Decision Theory and Bayesian Analysis, 2nd ed., Springer Verlag.
2. A. Grätzer. 1971. Lattice Theory: First Concepts and Distributive Lattices, W.H. Freeman.
3. L. Liu and M.P. Wellman. 1998. Incremental tradeoff resolution in quantitative probabilistic networks. In Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence, Morgan Kaufmann, pages 338-345.
4. L.C. van der Gaag, H.L. Bodlaender and A. Feelders. 2004. Monotonicity in Bayesian networks. In Proceedings of the 20th Conference on Uncertainty in Artificial Intelligence, AUAI, pages 569-576.
5. L.C. van der Gaag, P.L. Geenen and H.J.M. Tabachneck-Schijf. 2006. Verifying monotonicity of Bayesian networks with domain experts. In Proceedings of the 4th Bayesian Modelling Appli cations Workshop, pages 9-15.
6. M.P. Wellman. 1990. Fundamental concepts of qual itative probabilistic networks. Artificial Intelli gence, 44: 257-303.