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Volumn , Issue , 2001, Pages 863-869

Active learning for structure in Bayesian networks

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNERS; ACTIVE LEARNING; CAUSAL BAYESIAN NETWORK; EMPIRICAL DATA; EXPERIMENTAL DATUM; LEARNING TASKS; THEORETICAL FRAMEWORK;

EID: 84880880273     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (192)

References (12)
  • 1
    • 0011381823 scopus 로고    scopus 로고
    • One hundred years of the design of experiments on and off the pages of "Biometrika"
    • In press
    • A. C. Atkinson and R. A. Bailey. One hundred years of the design of experiments on and off the pages of "Biometrika". Biometrika, 2001. In press.
    • (2001) Biometrika
    • Atkinson, A.C.1    Bailey, R.A.2
  • 2
    • 0001926525 scopus 로고    scopus 로고
    • Theory refinement on Bayesian Networks
    • W. Buntine. Theory refinement on Bayesian Networks. In Proc. UAI, 1991.
    • Proc. UAI, 1991
    • Buntine, W.1
  • 3
    • 0007047929 scopus 로고    scopus 로고
    • Causal discovery from a mixture of experimental and observational data
    • G. F. Cooper and C. Yoo. Causal discovery from a mixture of experimental and observational data. In Proc. UAI, 1999.
    • Proc. UAI, 1999
    • Cooper, G.F.1    Yoo, C.2
  • 5
    • 0002219642 scopus 로고    scopus 로고
    • Learning Bayesian network structure from massive datasets: The "sparse candidate" algorithm
    • N. Friedman, I. Nachman, and D. Pe'er. Learning Bayesian network structure from massive datasets: The "sparse candidate" algorithm. In Proc. UAI, 1999.
    • Proc. UAI, 1999
    • Friedman, N.1    Nachman, I.2    Pe'er, D.3
  • 6
    • 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, 20:197-243, 1995.
    • (1995) Machine Learning , vol.20 , pp. 197-243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.M.3
  • 8
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • S. L. Lauritzen and D. J. Spiegelhalter. Local computations with probabilities on graphical structures and their application to expert systems. J. Royal Statistical Society, B 50(2), 1988.
    • (1988) J. Royal Statistical Society, B , vol.50 , Issue.2
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 12
    • 84898945418 scopus 로고    scopus 로고
    • Active learning for parameter estimation in Bayesian networks
    • To appear
    • S. Tong and D. Koller. Active learning for parameter estimation in Bayesian networks. In Proc. NIPS 13, 2001. To appear.
    • Proc. NIPS 13, 2001
    • Tong, S.1    Koller, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.