Hybrid possibilistic networks

International Journal of Approximate Reasoning

Volumn 44, Issue 3, 2007, Pages 224-243

  Benferhat, Salem ^a   Smaoui, Salma ^a  

^a UNIVERSITÉ D'ARTOIS   (France)

Author keywords

Possibilistic logic; Possibilistic networks; Possibility theory

Indexed keywords

ALGORITHMS; INFERENCE ENGINES; SEMANTICS; UNCERTAIN SYSTEMS;

POSSIBILISTIC NETWORKS; POSSIBILITY THEORY;

PROBABILISTIC LOGICS;

EID: 33846408734     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2006.07.012     Document Type: Article

References (26)

1. Lauritzen S.L., and Spiegelhalter D.J. Local computations with probabilities on graphical structures and their application to expert systems. Journal of the Royal Statistical Society 50 (1988) 157-224
2. Pearl J. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (1988), Morgan Kaufmman, San Francisco (California)
3. P. Fonck, Réseaux d'inférence pour le raisonnement possibiliste, Ph.D. Thesis, Université de Liège, Faculté des Sciences, 1994.
4. Jensen F.V. Introduction to Bayesien Networks (1996), UCL Press, University college, London
5. Benferhat S., and Smaoui S. Hybrid possibilistic networks. Proceeding of the Twentieth National Conference on Artificial Intelligence (AAAI-05) (2005), AAAI Press/The MIT Press, Pittsburgh, USA 584-589
6. S. Benferhat, S. Smaoui, Possibilistic networks with locally weighted knowledge bases, in: Proceedings of the Fourth International Symposium on Imprecise Probabilities and Their Applications (ISIPTA '05), Brightdocs, Pittsburgh, USA, 2005, pp. 41-50.
7. Dubois D., and Prade H. Possibility Theory: An Approach to Computerized, Processing of Uncertainty (1988), Plenium Press, New York
8. Hisdal E. Conditional possibilities independence and non interaction. Fuzzy Sets and Systems 1 (1978) 283-297
9. B. Bouchon-Meunier, G. Coletti, C. Marsala, Independence and possibilistic conditioning, in: Annals of Mathematics and Artificial Intelligence, 2002, pp. 107-123.
10. G. de Cooman, E.E. Kerre, A new approach to possibilistic independence, in: Proceedings of the Third IEEE International Conference on Fuzzy Systems, 1994, pp. 1446-1451.
11. Fonck P. A comparative study of possibilistic conditional independence and lack of interaction. International Journal of Approximate Reasoning 16 (1997) 149-171
12. de Cooman G. Possibility theory III: possibilistic independence. International Journal of General Systems 25 (1997) 353-371
13. de Campos L., and Huete J.F. Independence concepts in possibility theory: Part I. Fuzzy Sets and Systems 103 (1999) 127-152
14. Amor N.B., and Benferhat S. Graphoid properties of qualitative possibilistic, independence. International Journal of Uncertainty, Fuzziness and Knowledge-Based 13 (2005) 59-96
15. Zadeh L.A. The concept of a linguistic variable and its application to approximate reasoning. Information science 9 (1975) 43-80
16. Dubois D., Lang J., and Prade H. Possibilistic logic. Handbook on Logic in Artificial Intelligence and Logic Programming vol. 3 (1994), Oxford University press 439-513
17. Lang J. Possibilistic logic: complexity and algorithms. Handbook of Defeasible Reasoning and Uncertainty Management Systems 5 (2000) 179-220
18. C. Borgelt, J. Gebhardt, R. Kruse, Possibilistic graphical models, in: Proceedings of International School for the Synthesis of Expert Knowledge (ISSEK'98 ), Udine (Italy), 1998, pp. 51-68.
19. F. Lin, R. Reiter, Forget it!, in: Proceeding of AAAI Fall Symposium on Relevance, 1994, pp. 154-159.
20. J. Lang, P. Marquis, Complexity results for independence and definability, in: Proceeding of the 6th International Conference on Knowledge Representation and Reasoning (KR'98), 1998, pp. 356-367.
21. Darwiche A., and Marquis P. Compiling propositional weighted bases. Artificial Intelligence 157 1-2 (2004) 81-113
22. Benferhat S., Dubois D., and Prade H. From semantic to syntactic approaches to information combination in possibilistic logic. Aggregation and Fusion of Imperfect Information, Studies in Fuzziness and Soft Computing (1997) 141-151
23. Benferhat S., Dubois D., Garcia L., and Prade H. On the transformation between possibilistic logic bases and possibilistic causal networks. International Journal of Approximate Reasoning 29 2 (2002) 135-173
24. Wilson N., and Mengin J. Embedding logics in the local computation framework. Journal of Applied Non-Classical Logics 11 3-4 (2001) 239-267
25. Mengin J., and Wilson N. Logical deduction using the local computation framework. Lecture Notes in Computer Science (1999) 386-396
26. Hernandez L., and Moral S. Inference with idempotent valuations. Proceedings of the 13th Annual Conference on Uncertainty in Artificial Intelligence (UAI-97) (1997), Morgan Kaufmann, San Francisco, CA 229-237