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Volumn 54, Issue 1-3, 2008, Pages 3-51

Mixed deterministic and probabilistic networks

Author keywords

AND OR search; Automated reasoning; Deterministic information; Graphical models; Inference; Mixed network; Probabilistic information; Search

Indexed keywords


EID: 70350031352     PISSN: 10122443     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10472-009-9132-y     Document Type: Article
Times cited : (38)

References (47)
  • 1
    • 70350004891 scopus 로고    scopus 로고
    • Allen, D., Darwiche, A.: New advances in inference by recursive conditioning. In: Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI'03), pp. 2-10 (2003)
    • Allen, D., Darwiche, A.: New advances in inference by recursive conditioning. In: Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI'03), pp. 2-10 (2003).
  • 2
    • 70350028389 scopus 로고    scopus 로고
    • Bacchus, F., Dalmao, S., Pitassi, T.: Value elimination: Bayesian inference via backtracking search. In: Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI'03), pp. 20-28 (2003)
    • Bacchus, F., Dalmao, S., Pitassi, T.: Value elimination: Bayesian inference via backtracking search. In: Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI'03), pp. 20-28 (2003).
  • 3
    • 80053192471 scopus 로고    scopus 로고
    • Bartels, C., Bilmes, J.A.: Non-minimal triangulations for mixed stochastic/deterministic graphical models. In: Proceedings of the Twenty Second Conference on Uncertainty in Artificial Intelligence (UAI'06) (2006)
    • Bartels, C., Bilmes, J.A.: Non-minimal triangulations for mixed stochastic/deterministic graphical models. In: Proceedings of the Twenty Second Conference on Uncertainty in Artificial Intelligence (UAI'06) (2006).
  • 4
    • 0030374194 scopus 로고    scopus 로고
    • Bayardo, R., Miranker, D.: A complexity analysis of space-bound learning algorithms for the constraint satisfaction problem. In: Proceedings of the Thirteenth National Conference on Artificial Intelligence, pp. 298-304 (1996)
    • Bayardo, R., Miranker, D.: A complexity analysis of space-bound learning algorithms for the constraint satisfaction problem. In: Proceedings of the Thirteenth National Conference on Artificial Intelligence, pp. 298-304 (1996).
  • 6
    • 70350037706 scopus 로고    scopus 로고
    • Bodlaender, H.L., Gilbert, J.R.: Approximating treewidth, pathwidth and minimum elimination tree-height. Tech. Rep., Utrecht University (1991)
    • Bodlaender, H.L., Gilbert, J.R.: Approximating treewidth, pathwidth and minimum elimination tree-height. Tech. Rep., Utrecht University (1991).
  • 7
    • 70350004815 scopus 로고    scopus 로고
    • Boutilier, C., Friedman, N., Goldszmidt, M., Koller, D.: Context-specific independence in Bayesian networks. In: Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI'96), pp. 115-123. San Francisco, 1-4 August 1996
    • Boutilier, C., Friedman, N., Goldszmidt, M., Koller, D.: Context-specific independence in Bayesian networks. In: Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI'96), pp. 115-123. San Francisco, 1-4 August 1996.
  • 8
    • 33645958620 scopus 로고    scopus 로고
    • Compiling relational Bayesian networks for exact inference
    • Chavira, M., Darwiche, A., Jaeger, M.: Compiling relational Bayesian networks for exact inference. Int. J. Approx. Reason. 42(1-2), 4-20 (2006).
    • (2006) Int. J. Approx. Reason. , vol.42 , Issue.1-2 , pp. 4-20
    • Chavira, M.1    Darwiche, A.2    Jaeger, M.3
  • 9
    • 0025401005 scopus 로고
    • The computational complexity of probabistic inferences
    • Cooper, G.: The computational complexity of probabistic inferences. Artif. Intell. 42, 393-405 (1990).
    • (1990) Artif. Intell. , vol.42 , pp. 393-405
    • Cooper, G.1
  • 10
    • 0035250750 scopus 로고    scopus 로고
    • Recursive conditioning
    • Darwiche, A.: Recursive conditioning. Artif. Intell. 125(1-2), 5-41 (2001).
    • (2001) Artif. Intell. , vol.125 , Issue.1-2 , pp. 5-41
    • Darwiche, A.1
  • 11
    • 70350015062 scopus 로고    scopus 로고
    • Darwiche, A.: A logical approach to factoring belief networks. In: Proceedings of the Eighth International Conference on Principles of Knowledge Representation and Reasoning (KR'02), pp. 409-420. Toulouse, 22-25 April 2002
    • Darwiche, A.: A logical approach to factoring belief networks. In: Proceedings of the Eighth International Conference on Principles of Knowledge Representation and Reasoning (KR'02), pp. 409-420. Toulouse, 22-25 April 2002.
  • 12
    • 70350011984 scopus 로고    scopus 로고
    • Dechter, R.: Bucket elimination: a unifying framework for probabilistic inference algorithms. In: Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI'96), pp. 211-219. San Francisco, 1-4 August 1996
    • Dechter, R.: Bucket elimination: a unifying framework for probabilistic inference algorithms. In: Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI'96), pp. 211-219. San Francisco, 1-4 August 1996.
  • 13
    • 0033188982 scopus 로고    scopus 로고
    • Bucket elimination: A unifying framework for reasoning
    • Dechter, R.: Bucket elimination: a unifying framework for reasoning. Artif. Intell. 113, 41-85 (1999).
    • (1999) Artif. Intell. , vol.113 , pp. 41-85
    • Dechter, R.1
  • 15
    • 70350026347 scopus 로고    scopus 로고
    • Dechter, R., Larkin, D.: Hybrid processing of belief and constraints. In: Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI'01), pp. 112-119. Seattle, August 2001
    • Dechter, R., Larkin, D.: Hybrid processing of belief and constraints. In: Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI'01), pp. 112-119. Seattle, August 2001.
  • 16
    • 70350004850 scopus 로고    scopus 로고
    • Dechter, R., Mateescu, R.: Mixtures of deterministic-probabilistic networks and their AND/OR search space. In: Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI'04), pp. 120-129. Banff, 7-11 July 2004
    • Dechter, R., Mateescu, R.: Mixtures of deterministic-probabilistic networks and their AND/OR search space. In: Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI'04), pp. 120-129. Banff, 7-11 July 2004.
  • 17
    • 33847283947 scopus 로고    scopus 로고
    • AND/OR search spaces for graphical models
    • Dechter, R., Mateescu, R.: AND/OR search spaces for graphical models. Artif. Intell. 171(2-3), 73-106 (2007).
    • (2007) Artif. Intell. , vol.171 , Issue.2-3 , pp. 73-106
    • Dechter, R.1    Mateescu, R.2
  • 18
    • 0023842374 scopus 로고
    • Network-based heuristics for constraint satisfaction problems
    • Dechter, R., Pearl, J.: Network-based heuristics for constraint satisfaction problems. Artif. Intell. 34(1), 1-38 (1987).
    • (1987) Artif. Intell. , vol.34 , Issue.1 , pp. 1-38
    • Dechter, R.1    Pearl, J.2
  • 19
    • 70350009874 scopus 로고    scopus 로고
    • Freuder, E.C., Quinn, M.J.: Taking advantage of stable sets of variables in constraint satisfaction problems. In: Proceedings of the Ninth International Joint Conference on Artificial Intelligence (IJCAI'85), pp. 1076-1078. Los Angeles, 18-23 August 1985
    • Freuder, E.C., Quinn, M.J.: Taking advantage of stable sets of variables in constraint satisfaction problems. In: Proceedings of the Ninth International Joint Conference on Artificial Intelligence (IJCAI'85), pp. 1076-1078. Los Angeles, 18-23 August 1985.
  • 20
    • 70350020432 scopus 로고    scopus 로고
    • Gaschnig, J.: Performance measurement and analysis of search algorithms. Tech. Rep. CMU-CS-79-124, Carnegie Mellon University (1979)
    • Gaschnig, J.: Performance measurement and analysis of search algorithms. Tech. Rep. CMU-CS-79-124, Carnegie Mellon University (1979).
  • 21
    • 70350025233 scopus 로고    scopus 로고
    • Heckerman, D.: A tractable inference algorithm for diagnosing multiple diseases. In: Proceedings of the Fifth Conference on Uncertainty in Artificial Intelligence (UAI'89), pp. 163-172 (1989)
    • Heckerman, D.: A tractable inference algorithm for diagnosing multiple diseases. In: Proceedings of the Fifth Conference on Uncertainty in Artificial Intelligence (UAI'89), pp. 163-172 (1989).
  • 22
    • 8444244893 scopus 로고    scopus 로고
    • Probabilistic decision graphs-combining verification and AI techniques for probabilistic inference
    • Jaeger, M.: Probabilistic decision graphs-combining verification and AI techniques for probabilistic inference. Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 12, 19-42 (2004).
    • (2004) Int. J. Uncertain. Fuzziness Knowl.-Based Syst. , vol.12 , pp. 19-42
    • Jaeger, M.1
  • 23
    • 21444441210 scopus 로고    scopus 로고
    • Unifying cluster-tree decompositions for reasoning in graphical models
    • Kask, K., Dechter, R., Larrosa, J., Dechter, A.: Unifying cluster-tree decompositions for reasoning in graphical models. Artif. Intell. 166(1-2), 165-193 (2005).
    • (2005) Artif. Intell. , vol.166 , Issue.1-2 , pp. 165-193
    • Kask, K.1    Dechter, R.2    Larrosa, J.3    Dechter, A.4
  • 24
    • 0031635795 scopus 로고    scopus 로고
    • Koller, D., Pfeffer, A.: Probabilistic frame-based systems. In: Proceedings of the Fifteenth National Conference of Artificial Intelligence (AAAI'98), pp. 580-587. Madison, July 1998
    • Koller, D., Pfeffer, A.: Probabilistic frame-based systems. In: Proceedings of the Fifteenth National Conference of Artificial Intelligence (AAAI'98), pp. 580-587. Madison, July 1998.
  • 26
    • 70350011971 scopus 로고    scopus 로고
    • Larkin, D., Dechter, R.: Bayesian inference in the presence of determinism. In: The Ninth International Workshop on Artificial Intelligence and Statistics (AISTATS'03). Key West, January 2003
    • Larkin, D., Dechter, R.: Bayesian inference in the presence of determinism. In: The Ninth International Workshop on Artificial Intelligence and Statistics (AISTATS'03). Key West, January 2003.
  • 27
    • 85131703329 scopus 로고    scopus 로고
    • Mateescu, R., Dechter, R.: The relationship between AND/OR search and variable elimination. In: Proceedings of the Twenty First Conference on Uncertainty in Artificial Intelligence (UAI'05), pp. 380-387. Edinburgh, 26-29 July 2005
    • Mateescu, R., Dechter, R.: The relationship between AND/OR search and variable elimination. In: Proceedings of the Twenty First Conference on Uncertainty in Artificial Intelligence (UAI'05), pp. 380-387. Edinburgh, 26-29 July 2005.
  • 28
    • 80053210013 scopus 로고    scopus 로고
    • Mateescu, R., Dechter, R.: AND/OR multi-valued decision diagrams (AOMDDs) for weighted graphical models. In: Proceedings of the Twenty Third Conference on Uncertainty in Artificial Intelligence (UAI'07). Vancouver, July 2007
    • Mateescu, R., Dechter, R.: AND/OR multi-valued decision diagrams (AOMDDs) for weighted graphical models. In: Proceedings of the Twenty Third Conference on Uncertainty in Artificial Intelligence (UAI'07). Vancouver, July 2007.
  • 29
    • 0032001728 scopus 로고    scopus 로고
    • Turbo decoding as an instance of Pearl's belief propagation algorithm
    • McEliece, R., MacKay, D., Cheng, J.F.: Turbo decoding as an instance of Pearl's belief propagation algorithm. IEEE J. Sel. Areas Commun. 16(2), 140-152 (1998).
    • (1998) IEEE J. Sel. Areas Commun. , vol.16 , Issue.2 , pp. 140-152
    • McEliece, R.1    MacKay, D.2    Cheng, J.F.3
  • 30
    • 84880739933 scopus 로고    scopus 로고
    • Milch, B., Marthi, B., Sontag, D., Russell, S., Ong, D.L., Kolobov, A.: Blog: probabilistic models with unknown objects. In: Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI'05), pp. 1352-1359. Edinburgh, 30 July-5 August 2005
    • Milch, B., Marthi, B., Sontag, D., Russell, S., Ong, D.L., Kolobov, A.: Blog: probabilistic models with unknown objects. In: Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI'05), pp. 1352-1359. Edinburgh, 30 July-5 August 2005.
  • 31
    • 0034852165 scopus 로고    scopus 로고
    • Moskewicz, M., Madigan, C., Zhao, Y., Zhang, L., Malik, S.: Chaff: engineering an efficient SAT solver. In: Proceedings of the Design and Automation Conference (DAC'01), pp. 530-535. Las Vegas, June 2001
    • Moskewicz, M., Madigan, C., Zhao, Y., Zhang, L., Malik, S.: Chaff: engineering an efficient SAT solver. In: Proceedings of the Design and Automation Conference (DAC'01), pp. 530-535. Las Vegas, June 2001.
  • 32
    • 0030737325 scopus 로고    scopus 로고
    • Answering queries from context-sensitive probabilistic knowledge bases
    • Ngo, L., Haddawy, P.: Answering queries from context-sensitive probabilistic knowledge bases. Theor. Comp. Sci. 171(1-2), 147-177 (1997).
    • (1997) Theor. Comp. Sci. , vol.171 , Issue.1-2 , pp. 147-177
    • Ngo, L.1    Haddawy, P.2
  • 34
  • 35
    • 77953714783 scopus 로고    scopus 로고
    • Otten, L., Dechter, R.: Bounding search space size via (hyper)tree decompositions. In: Proceedings of the Twenty Fourth Conference on Uncertainty in Artificial Intelligence (UAI'08), pp. 452-459. Helsinki, July 2008
    • Otten, L., Dechter, R.: Bounding search space size via (hyper)tree decompositions. In: Proceedings of the Twenty Fourth Conference on Uncertainty in Artificial Intelligence (UAI'08), pp. 452-459. Helsinki, July 2008.
  • 36
    • 0023590155 scopus 로고    scopus 로고
    • Parker, R., Miller, R.: Using causal knowledge to create simulated patient cases: the CPCS project as an extension of INTERNIST-1. In: Proceedings of the Eleventh Symposium on Computer Applications in Medical Care, pp. 473-480. Washington, D.C., November 1987
    • Parker, R., Miller, R.: Using causal knowledge to create simulated patient cases: the CPCS project as an extension of INTERNIST-1. In: Proceedings of the Eleventh Symposium on Computer Applications in Medical Care, pp. 473-480. Washington, D.C., November 1987.
  • 38
    • 0027702434 scopus 로고
    • Probabilistic Horn abduction and Bayesian networks
    • Poole, D.: Probabilistic Horn abduction and Bayesian networks. Artif. Intell. 64, 81-129 (1993).
    • (1993) Artif. Intell. , vol.64 , pp. 81-129
    • Poole, D.1
  • 39
    • 84880668827 scopus 로고    scopus 로고
    • Poole, D.: Probabilistic partial evaluation: exploiting structure in probabilistic inference. In: IJCAI-97: Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence (IJCAI'97), pp. 1284-1291. Nagoya, 23-29 August 1997
    • Poole, D.: Probabilistic partial evaluation: exploiting structure in probabilistic inference. In: IJCAI-97: Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence (IJCAI'97), pp. 1284-1291. Nagoya, 23-29 August 1997.
  • 40
    • 70350023287 scopus 로고    scopus 로고
    • Portinale, L., Bobbio, A.: Bayesian networks for dependency analysis: an application to digital control. In: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI'99), pp. 551-558. Stockholm, 30 July-1 August 1999
    • Portinale, L., Bobbio, A.: Bayesian networks for dependency analysis: an application to digital control. In: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI'99), pp. 551-558. Stockholm, 30 July-1 August 1999.
  • 41
    • 0001372340 scopus 로고
    • Hybrid algorithms for constraint satisfaction problems
    • Prosser, P.: Hybrid algorithms for constraint satisfaction problems. Comput. Intell. 9(3), 268-299 (1993).
    • (1993) Comput. Intell. , vol.9 , Issue.3 , pp. 268-299
    • Prosser, P.1
  • 42
    • 32044466073 scopus 로고    scopus 로고
    • Markov logic networks
    • Richardson, M., Domingos, P.: Markov logic networks. Mach. Learn. 62(1-2), 107-136 (2006).
    • (2006) Mach. Learn. , vol.62 , Issue.1-2 , pp. 107-136
    • Richardson, M.1    Domingos, P.2
  • 43
    • 0034140791 scopus 로고    scopus 로고
    • Resolution vs. search; two strategies for SAT
    • Rish, I., Dechter, R.: Resolution vs. search; two strategies for SAT. J. Autom. Reason. 24(1/2), 225-275 (2000).
    • (2000) J. Autom. Reason. , vol.24 , Issue.1-2 , pp. 225-275
    • Rish, I.1    Dechter, R.2
  • 44
    • 70350015054 scopus 로고    scopus 로고
    • Sang, T., Bacchus, F., Beam, P., Kautz, H., Pitassi, T.: Combining component caching and clause learning for effective model counting. In: Proceedings of the Seventh International Conference on Theory and Applications of Satisfiability Testing (SAT'04), pp. 20-28. Vancouver, 10-13 May 2004
    • Sang, T., Bacchus, F., Beam, P., Kautz, H., Pitassi, T.: Combining component caching and clause learning for effective model counting. In: Proceedings of the Seventh International Conference on Theory and Applications of Satisfiability Testing (SAT'04), pp. 20-28. Vancouver, 10-13 May 2004.
  • 45
    • 0000251407 scopus 로고
    • Valuation-based systems for Bayesian decision analysis
    • Shenoy, P.: Valuation-based systems for Bayesian decision analysis. Oper. Res. 40, 463-484 (1992).
    • (1992) Oper. Res. , vol.40 , pp. 463-484
    • Shenoy, P.1
  • 46
  • 47
    • 70350037761 scopus 로고    scopus 로고
    • Zhang, N., Poole, D.: A simple approach to Bayesian network computations. In: Proceedings of the Tenth Canadian Conference on Artificial Intelligence, pp. 171-178. Seattle, 31 July-4 August 1994
    • Zhang, N., Poole, D.: A simple approach to Bayesian network computations. In: Proceedings of the Tenth Canadian Conference on Artificial Intelligence, pp. 171-178. Seattle, 31 July-4 August 1994.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.