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Volumn , Issue , 2007, Pages 335-340

Likelihood based classification in Bayesian networks

Author keywords

Classification; Machine learning; Probabilistic networks

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA STRUCTURES; LEARNING SYSTEMS; PROBABILISTIC LOGICS; PROBABILITY DISTRIBUTIONS;

EID: 38349177327     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (1)

References (10)
  • 2
    • 34249832377 scopus 로고
    • A Bayesian method for the induction of probabilistic networks from data
    • G. Cooper and E. Hersovits, A Bayesian method for the induction of probabilistic networks from data, Machine Learning, 9(4), 1992, 309347
    • (1992) Machine Learning , vol.9 , Issue.4 , pp. 309347
    • Cooper, G.1    Hersovits, E.2
  • 3
    • 38349086268 scopus 로고    scopus 로고
    • W. Lam and F. Bacchus, Learning Bayesian belief networks: An approach based on the MDL principle, Proc. 2nd Pacific Rim International Conference on Artificial Intelligence, Seoul, Korea 1992, 12371243.
    • W. Lam and F. Bacchus, Learning Bayesian belief networks: An approach based on the MDL principle, Proc. 2nd Pacific Rim International Conference on Artificial Intelligence, Seoul, Korea 1992, 12371243.
  • 4
    • 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(3), 1995, 197243
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 197243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.M.3
  • 7
    • 38349096311 scopus 로고    scopus 로고
    • P. Spirtes, C. Glymour and R. Schemes, Causation, Prediction, and Search, 2nd ed. (The MIT Press, 2000)
    • P. Spirtes, C. Glymour and R. Schemes, Causation, Prediction, and Search, 2nd ed. (The MIT Press, 2000)
  • 9
    • 38349152340 scopus 로고    scopus 로고
    • U.M. Fayyad and K.B. Irani, Multi-interval discretization of continuous-valued attributes for classification learning, Proc. 13th International Joint Conference on Artificial Intelligence, Chambery, France, 1993, 10221029
    • U.M. Fayyad and K.B. Irani, Multi-interval discretization of continuous-valued attributes for classification learning, Proc. 13th International Joint Conference on Artificial Intelligence, Chambery, France, 1993, 10221029
  • 10
    • 0002534234 scopus 로고    scopus 로고
    • On comparing classifiers: A critique of current research and methods
    • S. Salzberg, On comparing classifiers: A critique of current research and methods, Data Mining and Knowledge Discovery, 1, 1999, 112
    • (1999) Data Mining and Knowledge Discovery , vol.1 , pp. 112
    • Salzberg, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.