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Volumn 52, Issue 1, 2011, Pages 49-62

Approximate inference in Bayesian networks using binary probability trees

Author keywords

Approximate computation; Bayesian networks inference; Deterministic algorithms; Probability trees; Variable elimination algorithm

Indexed keywords

APPROXIMATE COMPUTATION; BAYESIAN NETWORKS INFERENCE; DETERMINISTIC ALGORITHMS; PROBABILITY TREES; VARIABLE ELIMINATION;

EID: 78649326832     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2010.05.006     Document Type: Conference Paper
Times cited : (18)

References (14)
  • 1
    • 0025401005 scopus 로고
    • The computational complexity of probabilistic inference using Bayesian belief networks
    • G.F. Cooper The computational complexity of probabilistic inference using Bayesian belief networks Artificial Intelligence 42 1990 393 405
    • (1990) Artificial Intelligence , vol.42 , pp. 393-405
    • Cooper, G.F.1
  • 3
    • 77955227160 scopus 로고    scopus 로고
    • Improvements to message computation in lazy propagation
    • A. Madsen Improvements to message computation in lazy propagation International Journal of Approximate Reasoning 51 5 2010 499 514
    • (2010) International Journal of Approximate Reasoning , vol.51 , Issue.5 , pp. 499-514
    • Madsen, A.1
  • 7
    • 34249951826 scopus 로고    scopus 로고
    • Approximate probability propagation with mixtures of truncated exponentials
    • R. Rumí, and A. Salmerón Approximate probability propagation with mixtures of truncated exponentials International Journal of Approximate Reasoning 45 2 2007 191 210 Eighth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2005)
    • (2007) International Journal of Approximate Reasoning , vol.45 , Issue.2 , pp. 191-210
    • Rumí, R.1    Salmerón, A.2
  • 10
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan Induction of decision trees Machine Learning 1 1986 81 105
    • (1986) Machine Learning , vol.1 , pp. 81-105
    • Quinlan, J.R.1
  • 12
    • 0001316930 scopus 로고
    • Axioms for probability and belief-function propagation
    • Shachter North-Holland*et al.
    • P.P. Shenoy, and G. Shafer Axioms for probability and belief-function propagation Shachter Uncertainty in Artificial Intelligence vol. 4 1990 North-Holland 169 198
    • (1990) Uncertainty in Artificial Intelligence , vol.4 , pp. 169-198
    • Shenoy, P.P.1    Shafer, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.