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Volumn 178, Issue , 2008, Pages 851-852

An analysis of bayesian network model-approximation techniques

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION ALGORITHMS; COMPUTATIONAL EFFICIENCY; INFERENCE ENGINES;

EID: 77955850236     PISSN: 09226389     EISSN: 18798314     Source Type: Book Series    
DOI: 10.3233/978-1-58603-891-5-851     Document Type: Conference Paper
Times cited : (3)

References (10)
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    • An edge deletion semantics for belief propagation and its practical impact on approximation quality
    • A. Choi and A. Darwiche, ‘An Edge Deletion Semantics for Belief Propagation and Its Practical Impact on Approximation Quality’, Proceedings AAAI, 21(2), 1107, (2006).
    • (2006) Proceedings AAAI , vol.21 , Issue.2 , pp. 1107
    • Choi, A.1    Darwiche, A.2
  • 2
    • 0032668348 scopus 로고    scopus 로고
    • Inference in bayesian networks
    • B. D’Ambrosio, ‘Inference in Bayesian networks’, AI Magazine, 20(2), 21–36, (1999).
    • (1999) AI Magazine , vol.20 , Issue.2 , pp. 21-36
    • D’Ambrosio, B.1
  • 3
    • 1642312636 scopus 로고    scopus 로고
    • Mini-buckets: A general scheme for bounded inference
    • R. Dechter and I. Rish, ‘Mini-buckets: A general scheme for bounded inference’, J. of the ACM, 50(2), 107–153, (2003).
    • (2003) J. of The ACM , vol.50 , Issue.2 , pp. 107-153
    • Dechter, R.1    Rish, I.2
  • 4
    • 0037556508 scopus 로고    scopus 로고
    • GeNIe: A development environment for graphical decision-analytic models
    • M.J. Druzdzel, ‘GeNIe: A development environment for graphical decision-analytic models’’, Proc. AMIA, (1999).
    • (1999) Proc. AMIA
    • Druzdzel, M.J.1
  • 5
    • 0038902662 scopus 로고
    • Reduction of computation complexity in Bayesian networks through removal of weak dependencies
    • C.U. Kjaerulff, ‘Reduction of computation complexity in bayesian networks through removal of weak dependencies’, Proc. of 10th Conf. on UAI, (1994).
    • (1994) Proc. of 10th Conf. on UAI
    • Kjaerulff, C.U.1
  • 6
    • 0001927585 scopus 로고
    • On Information and sufficiency
    • S. Kullback and R.A. Leibler, ‘On Information and Sufficiency’, Annals of Math. Stat., 22(1), 79–86, (1951).
    • (1951) Annals of Math. Stat. , vol.22 , Issue.1 , pp. 79-86
    • Kullback, S.1    Leibler, R.A.2
  • 7
    • 1542609594 scopus 로고    scopus 로고
    • Bounding probabilistic relationships in Bayesian networks using qualitative influences: Methods and applications
    • C.L. Liu and M.P. Wellman, ‘Bounding probabilistic relationships in Bayesian networks using qualitative influences: methods and applications’, International Journal of Approximate Reasoning, 36(1), 31–73, (2004).
    • (2004) International Journal of Approximate Reasoning , vol.36 , Issue.1 , pp. 31-73
    • Liu, C.L.1    Wellman, M.P.2
  • 8
    • 8344290456 scopus 로고    scopus 로고
    • Anytime anyspace probabilistic inference
    • F.T. Ramos and F.G. Cozman, ‘Anytime anyspace probabilistic inference’, Int. J. of Approx. Reasoning, 38, 53–80, (2005).
    • (2005) Int. J. of Approx. Reasoning , vol.38 , pp. 53-80
    • Ramos, F.T.1    Cozman, F.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.