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Volumn 27, Issue 3, 2001, Pages 263-283

Partial abductive inference in Bayesian belief networks by simulated annealing

Author keywords

Abductive reasoning; Bayesian networks; Maximum a posteriori hypothesis; Probabilistic reasoning; Simulated annealing

Indexed keywords


EID: 0342902142     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0888-613X(01)00043-3     Document Type: Article
Times cited : (11)

References (34)
  • 4
    • 0003064380 scopus 로고
    • Applications of a general propagation algorithm for probabilistic expert systems
    • Dawid A.P. Applications of a general propagation algorithm for probabilistic expert systems. Statistics and Computing. 2:1992;25-36.
    • (1992) Statistics and Computing , vol.2 , pp. 25-36
    • Dawid, A.P.1
  • 5
    • 0342468283 scopus 로고    scopus 로고
    • Partial abductive inference in Bayesian belief networks using a genetic algorithm
    • de Campos L.M., Gámez J.A., Moral S. Partial abductive inference in Bayesian belief networks using a genetic algorithm. Pattern Recognition Letters. 20(11-13):1999;1211-1217.
    • (1999) Pattern Recognition Letters , vol.20 , Issue.1113 , pp. 1211-1217
    • De Campos, L.M.1    Gámez, J.A.2    Moral, S.3
  • 7
    • 0343766901 scopus 로고    scopus 로고
    • Partial abductive inference in Bayesian belief networks: An evolutionary computation approach by using problem specific genetic operators
    • to appear
    • L.M. de Campos, J.A. Gámez, S. Moral, Partial abductive inference in Bayesian belief networks: an evolutionary computation approach by using problem specific genetic operators, IEEE Transactions on Evolutionary Computation, to appear.
    • IEEE Transactions on Evolutionary Computation
    • De Campos, L.M.1    Gámez, J.A.2    Moral, S.3
  • 11
    • 0001698338 scopus 로고
    • Abductive reasoning in Bayesian belief networks using a genetic algorithm
    • Gelsema E.S. Abductive reasoning in Bayesian belief networks using a genetic algorithm. Pattern Recognition Letters. 16:1995;865-871.
    • (1995) Pattern Recognition Letters , vol.16 , pp. 865-871
    • Gelsema, E.S.1
  • 12
    • 0030565411 scopus 로고    scopus 로고
    • Diagnostic reasoning based on a genetic algorithm operating in a Bayesian belief network
    • Gelsema E.S. Diagnostic reasoning based on a genetic algorithm operating in a Bayesian belief network. Pattern Recognition Letters. 17:1996;1047-1055.
    • (1996) Pattern Recognition Letters , vol.17 , pp. 1047-1055
    • Gelsema, E.S.1
  • 16
  • 17
    • 0001893320 scopus 로고
    • Optimal decomposition of probabilistic networks by simulated annealing
    • Kjærulff U. Optimal decomposition of probabilistic networks by simulated annealing. Statistic and Computing. 2:1992;7-17.
    • (1992) Statistic and Computing , vol.2 , pp. 7-17
    • Kjærulff, U.1
  • 19
    • 0343766902 scopus 로고
    • Abductive inference using probabilistic networks: randomized search techniques
    • Knowledge Systems Laboratory, Stanford University, California
    • R. Lin, A. Galper, R. Shachter, Abductive inference using probabilistic networks: randomized search techniques, Technical Report KSL-90-73, Knowledge Systems Laboratory, Stanford University, California, 1990.
    • (1990) Technical Report KSL-90-73
    • Lin, R.1    Galper, A.2    Shachter, R.3
  • 21
    • 0006776658 scopus 로고    scopus 로고
    • An efficient algorithm for finding the M most probable configurations in Bayesian networks
    • Nilsson D. An efficient algorithm for finding the M most probable configurations in Bayesian networks. Statistics and Computing. 8:1998;159-173.
    • (1998) Statistics and Computing , vol.8 , pp. 159-173
    • Nilsson, D.1
  • 22
    • 0023440173 scopus 로고
    • Distributed revision of composite beliefs
    • Pearl J. Distributed revision of composite beliefs. Artificial Intelligence. 33:1987;173-215.
    • (1987) Artificial Intelligence , vol.33 , pp. 173-215
    • Pearl, J.1
  • 24
    • 84939750950 scopus 로고
    • A probabilistic causal model for diagnostic problem solving - Part One
    • Peng Y., Reggia J.A. A probabilistic causal model for diagnostic problem solving - Part One. IEEE Transactions on Systems, Man, and Cybernetics. 17(2):1987;146-162.
    • (1987) IEEE Transactions on Systems, Man, and Cybernetics , vol.17 , Issue.2 , pp. 146-162
    • Peng, Y.1    Reggia, J.A.2
  • 25
    • 0023347137 scopus 로고
    • A probabilistic causal model for diagnostic problem solving - Part Two
    • Peng Y., Reggia J.A. A probabilistic causal model for diagnostic problem solving - Part Two. IEEE Transactions on Systems, Man, and Cybernetics. 17(3):1987;395-406.
    • (1987) IEEE Transactions on Systems, Man, and Cybernetics , vol.17 , Issue.3 , pp. 395-406
    • Peng, Y.1    Reggia, J.A.2
  • 27
    • 0006214312 scopus 로고
    • Galgo: A genetic algorithm decision support tool for complex uncertain systems modeled with Bayesian belief networks
    • Morgan Kauffman, San Mateo
    • C. Rojas-Guzman, M.A. Kramer, Galgo: A genetic algorithm decision support tool for complex uncertain systems modeled with Bayesian belief networks, in: Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, Morgan Kauffman, San Mateo, 1993, pp. 368-375.
    • (1993) In: Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence , pp. 368-375
    • Rojas-Guzman, C.1    Kramer, M.A.2
  • 28
    • 0028516334 scopus 로고
    • An algorithm directly finding the K most probable configurations in Bayesian networks
    • Seroussi B., Goldmard J.L. An algorithm directly finding the K most probable configurations in Bayesian networks. International Journal of Approximate Reasoning. 11:1994;205-233.
    • (1994) International Journal of Approximate Reasoning , vol.11 , pp. 205-233
    • Seroussi, B.1    Goldmard, J.L.2
  • 29
    • 43949170056 scopus 로고
    • The role of relevance in explanation I: Irrelevance as statistical independence
    • Shimony S.E. The role of relevance in explanation I: irrelevance as statistical independence. International Journal of Approximate Reasoning. 8:1993;281-324.
    • (1993) International Journal of Approximate Reasoning , vol.8 , pp. 281-324
    • Shimony, S.E.1
  • 30
    • 0342895946 scopus 로고
    • The role of relevance in explanation II: Disjunctive assignments and approximate independence
    • Shimony S.E. The role of relevance in explanation II: disjunctive assignments and approximate independence. International Journal of Approximate Reasoning. 13:1995;27-60.
    • (1995) International Journal of Approximate Reasoning , vol.13 , pp. 27-60
    • Shimony, S.E.1
  • 31
    • 0026990050 scopus 로고
    • Reasoning MPE to multiply connected belief networks using message passing
    • AAAI
    • B.K. Sy, Reasoning MPE to multiply connected belief networks using message passing, in: Proceedings of the 11th National Conference on AI, AAAI, 1993, pp. 570-576.
    • (1993) In: Proceedings of the 11th National Conference on AI , pp. 570-576
    • Sy, B.K.1
  • 33
    • 0029272913 scopus 로고
    • Computing marginals for arbitrary subsets from marginal representation in Markov trees
    • Xu H. Computing marginals for arbitrary subsets from marginal representation in Markov trees. Artificial Intelligence. 74:1995;177-189.
    • (1995) Artificial Intelligence , vol.74 , pp. 177-189
    • Xu, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.