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Volumn 4304 LNAI, Issue , 2006, Pages 192-203

Learning hybrid bayesian networks by MML

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BAYESIAN NETWORKS; DECISION TREES; LEARNING SYSTEMS; LOGISTIC REGRESSION; MARKOV CHAINS;

EID: 84555171694     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11941439_23     Document Type: Conference Paper
Times cited : (14)

References (18)
  • 6
    • 34249761849 scopus 로고
    • Learning bayesian networks: The combination of knowledge and statistical data
    • Heckerman, D., Geiger, D., Chickering, D. : Learning bayesian networks: The combination of knowledge and statistical data. Machine Learning 20(197-243) (1995)
    • (1995) Machine Learning , vol.20 , pp. 197-243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.3
  • 10
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • Shannon, C. E. : A mathematical theory of communication. Bell System Technical Journal 27(3) (1948) 379-423
    • (1948) Bell System Technical Journal , vol.27 , Issue.3 , pp. 379-423
    • Shannon, C.E.1
  • 11
    • 0036271820 scopus 로고    scopus 로고
    • The complexity of strict minimum message length inference
    • Farr, G. E., Wallace, C. S. : The complexity of strict minimum message length inference. Computer Journal 45(3) (2002) 285-292
    • (2002) Computer Journal , vol.45 , Issue.3 , pp. 285-292
    • Farr, G.E.1    Wallace, C.S.2
  • 12
    • 0000107517 scopus 로고
    • An information measure for classification
    • Wallace, C. S., Boulton, D. M. : An information measure for classification. The Computer Journal 11 (1968) 185-194
    • (1968) The Computer Journal , vol.11 , pp. 185-194
    • Wallace, C.S.1    Boulton, D.M.2
  • 14
    • 11444259872 scopus 로고    scopus 로고
    • Models for machine learning and data mining in functional programming
    • Allison, L. : Models for machine learning and data mining in functional programming. Journal of Functional Programming (2005)
    • (2005) Journal of Functional Programming
    • Allison, L.1
  • 15
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen, J. : Modeling by shortest data description. Automatica 14 (1978)
    • (1978) Automatica , vol.14
    • Rissanen, J.1
  • 17
    • 0002013121 scopus 로고
    • A transformational characterization of equivalent Bayesian network structures
    • Chickering, D. : A transformational characterization of equivalent Bayesian network structures. In: Uncertainty in Artificial Intelligence. (1995)
    • (1995) Uncertainty in Artificial Intelligence
    • Chickering, D.1
  • 18
    • 34249832377 scopus 로고
    • A bayesian method for the induction of probabilistic networks from data
    • Cooper, G., Herskovits, E. : A Bayesian method for the induction of probabilistic networks from data. Machine Learning 9 (1992) 309-347
    • (1992) Machine Learning , vol.9 , pp. 309-347
    • Cooper, G.1    Herskovits, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.