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Volumn , Issue , 2008, Pages 17-24

Generalized loopy 2U: A new algorithm for approximate inference in credal networks

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE ALGORITHMS; APPROXIMATE INFERENCE; BAYESIAN; BAYESIAN NETS; BELIEF UPDATING; BINARY VARIABLES; CREDAL NETWORKS; EMPIRICAL TEST; NON-BINARY; NP-HARD; POLYNOMIAL-TIME; POLYTREES; SCALABLE ALGORITHMS;

EID: 80053148284     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (11)
  • 1
    • 53149147744 scopus 로고    scopus 로고
    • Decision-theoretic specification of credal networks: A unified language for uncertain modeling with sets of Bayesian networks
    • Forthcoming
    • A. Antonucci and M. Zaffalon. 2008. Decision-theoretic specification of credal networks: A unified language for uncertain modeling with sets of Bayesian networks. Int. J. Approx. Reasoning. Forthcoming.
    • (2008) Int. J. Approx. Reasoning
    • Antonucci, A.1    Zaffalon, M.2
  • 3
    • 33846426145 scopus 로고    scopus 로고
    • Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks
    • A. Cano, M. Ǵomez, S. Moral, and J. Abelĺan. 2007. Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks. International Journal of Approximate Reasoning, 44(3):261-280.
    • (2007) International Journal of Approximate Reasoning , vol.44 , Issue.3 , pp. 261-280
    • Cano, A.1    Ǵomez, M.2    Moral, S.3    Abelĺan, J.4
  • 4
    • 16344370580 scopus 로고    scopus 로고
    • Graphical models for imprecise probabilities
    • F. G. Cozman. 2005. Graphical models for imprecise probabilities. Int. J. Approx. Reasoning, 39(2-3):167-184.
    • (2005) Int. J. Approx. Reasoning , vol.39 , Issue.2-3 , pp. 167-184
    • Cozman, F.G.1
  • 8
    • 0032202722 scopus 로고    scopus 로고
    • 2U: An exact interval propagation algorithm for polytrees with binary variables
    • E. Fagiuoli and M. Zaffalon. 1998. 2U: an exact interval propagation algorithm for polytrees with binary variables. Artificial Intelligence, 106(1):77-107.
    • (1998) Artificial Intelligence , vol.106 , Issue.1 , pp. 77-107
    • Fagiuoli, E.1    Zaffalon, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.