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Volumn 12, Issue 7, 1997, Pages 495-522

On the use of independence relationships for learning simplified belief networks

Author keywords

[No Author keywords available]

Indexed keywords

DATA STRUCTURES; GRAPH THEORY; LEARNING ALGORITHMS;

EID: 0031185530     PISSN: 08848173     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1098-111X(199707)12:7<495::AID-INT2>3.0.CO;2-G     Document Type: Article
Times cited : (15)

References (27)
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    • S.L. Lauritzen and D.J. Spiegelhalter, "Local computations with probabilities on graphical structures and their applications to expert systems" (with discussion), J. Roy. Statist. Soc. (Ser B), 50, 157-224 (1988).
    • (1988) J. Roy. Statist. Soc. (Ser B) , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 6
    • 34249832377 scopus 로고
    • A bayesian method for the induction of probabilistic networks from data
    • G.F. Cooper and E. Herskovits, "A bayesian method for the induction of probabilistic networks from data." Mach. Learn. 9, 309-347 (1992).
    • (1992) Mach. Learn. , vol.9 , pp. 309-347
    • Cooper, G.F.1    Herskovits, E.2
  • 8
    • 0003065345 scopus 로고
    • Using causal information and local measures to learn bayesian belief networks
    • D. Heckerman and A. Mamdani, Eds., Morgan Kaufmann
    • W. Lam and F. Bacchus, "Using causal information and local measures to learn bayesian belief networks," in Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, D. Heckerman and A. Mamdani, Eds., Morgan Kaufmann, 1993, pp. 243-250.
    • (1993) Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence , pp. 243-250
    • Lam, W.1    Bacchus, F.2
  • 12
    • 0002979137 scopus 로고
    • An algorithm for fast recovery of sparse causal graphs
    • P. Spirtes, C. Glymour, and R. Schemes, "An algorithm for fast recovery of sparse causal graphs," Social Sci. Computer Rev., 9, 62-72 (1991).
    • (1991) Social Sci. Computer Rev. , vol.9 , pp. 62-72
    • Spirtes, P.1    Glymour, C.2    Schemes, R.3
  • 15
    • 0010361145 scopus 로고
    • Independence concepts in upper and lower probabilities
    • B. Bouchon-Meunier, L. Valverde, and R.R. Yager, Eds., North-Holland, Amsterdam
    • L.M. de Campos and J.F. Huete, "Independence concepts in upper and lower probabilities," in Uncertainty in Intelligent Systems, B. Bouchon-Meunier, L. Valverde, and R.R. Yager, Eds., North-Holland, Amsterdam, 1993, pp. 49-59.
    • (1993) Uncertainty in Intelligent Systems , pp. 49-59
    • De Campos, L.M.1    Huete, J.F.2
  • 22
    • 0242581929 scopus 로고
    • A tractable inference algorithm for diagnosing multiple diseases
    • R.D. Shachter, T.S. Levitt, L.N. Kanal, and J.F. Lemmer, Eds., Eselvier Science Publishers B.V. North-Holland
    • D. Heckerman, "A tractable inference algorithm for diagnosing multiple diseases," in Uncertainty in Artificial Intelligence 5, R.D. Shachter, T.S. Levitt, L.N. Kanal, and J.F. Lemmer, Eds., Eselvier Science Publishers B.V. North-Holland, 1990, pp. 163-171.
    • (1990) Uncertainty in Artificial Intelligence , vol.5 , pp. 163-171
    • Heckerman, D.1
  • 23
    • 0001779012 scopus 로고
    • Causal networks: Semantics and expressiveness
    • R.D. Shachter, T.S. Lewitt, L.N. Kanal, and J.F. Lemmer, Eds., North-Holland
    • T. Verma and J. Pearl, "Causal networks: Semantics and expressiveness," in Uncertainty in Artificial Intelligence 4, R.D. Shachter, T.S. Lewitt, L.N. Kanal, and J.F. Lemmer, Eds., North-Holland, 1990, pp. 69-76.
    • (1990) Uncertainty in Artificial Intelligence , vol.4 , pp. 69-76
    • Verma, T.1    Pearl, J.2
  • 25
    • 0001546180 scopus 로고
    • The chain graph Markov property
    • M. Frydenberg, "The chain graph Markov property," Scand. J. Statistic, 17, 333-353 (1990).
    • (1990) Scand. J. Statistic , vol.17 , pp. 333-353
    • Frydenberg, M.1
  • 27
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    • Characterizations of decomposable dependency models
    • L.M. de Campos, "Characterizations of decomposable dependency models," J. Artifi. Intell Res., 5, 289-300 (1996).
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    • De Campos, L.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.