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Volumn 3571 LNAI, Issue , 2005, Pages 161-173

Constrained score+(local)search methods for learning Bayesian networks

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; LEARNING SYSTEMS; MATHEMATICAL MODELS;

EID: 26944474379     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11518655_15     Document Type: Conference Paper
Times cited : (6)

References (17)
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    • 21244484641 scopus 로고    scopus 로고
    • Searching for Bayesian network structures in the space of restricted acyclic partially directed graphs
    • S. Acid and L.M. de Campos. Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs. Journal of Artificial Intelligence Research, 18:445-490, 2003.
    • (2003) Journal of Artificial Intelligence Research , vol.18 , pp. 445-490
    • Acid, S.1    De Campos, L.M.2
  • 4
    • 0031273462 scopus 로고    scopus 로고
    • Adaptive probabilistic networks with hidden variables
    • J. Binder, D. Koller, S. Russell, and K. Kanazawa. Adaptive probabilistic networks with hidden variables. Machine Learning, 29(2):213-244, 1997.
    • (1997) Machine Learning , vol.29 , Issue.2 , pp. 213-244
    • Binder, J.1    Koller, D.2    Russell, S.3    Kanazawa, K.4
  • 8
    • 12244288095 scopus 로고    scopus 로고
    • Stochastic local search algorithms for learning belief networks: Searching in the space of orderings
    • L.M. de Campos and J.M. Puerta. Stochastic local search algorithms for learning belief networks: Searching in the space of orderings. LNAI, 2143:228-239, 2001.
    • (2001) LNAI , vol.2143 , pp. 228-239
    • De Campos, L.M.1    Puerta, J.M.2
  • 9
    • 0042967741 scopus 로고    scopus 로고
    • Optimal structure identification with greedy search
    • D.M. Chickering. Optimal structure identification with greedy search. Journal of Machine Learning Research, 3:507-554, 2002.
    • (2002) Journal of Machine Learning Research , vol.3 , pp. 507-554
    • Chickering, D.M.1
  • 12
    • 34249761849 scopus 로고
    • Learning Bayesian networks: The combination of knowledge and statistical data
    • D. Heckerman, D. Geiger, and D.M. Chickering. Learning Bayesian networks: The combination of knowledge and statistical data. Machine Learning, 20:197-244, 1995.
    • (1995) Machine Learning , vol.20 , pp. 197-244
    • Heckerman, D.1    Geiger, D.2    Chickering, D.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.