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Volumn 64, Issue 1, 1998, Pages 48-65

Modeling Probabilistic Networks of Discrete and Continuous Variables

Author keywords

Bayesian networks, compatibility, existence, simulation, uniqueness

Indexed keywords


EID: 0039494700     PISSN: 0047259X     EISSN: None     Source Type: Journal    
DOI: 10.1006/jmva.1997.1709     Document Type: Article
Times cited : (12)

References (22)
  • 2
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    • (1995) Statist. and Probab. Lett. , vol.26 , pp. 153-157
    • Arnold, B.1    Castillo, E.2    Sarabia, J.M.3
  • 9
    • 0001225804 scopus 로고
    • Characterizing a joint probability distribution by conditionals
    • Gelman A., Speed T. P. Characterizing a joint probability distribution by conditionals. J. Roy. Statist. Soc. B. 55:1993;185-188.
    • (1993) J. Roy. Statist. Soc. B , vol.55 , pp. 185-188
    • Gelman, A.1    Speed, T.P.2
  • 10
    • 0001247275 scopus 로고
    • Propagating uncertainty in Bayesian networks by probabilistic logic sampling
    • J.F. Lemmer, & L.N. Kanal. Amsterdam: North-Holland
    • Henrion M. Propagating uncertainty in Bayesian networks by probabilistic logic sampling. Lemmer J. F., Kanal L. N. Uncertainty in Artificial Intelligence 2. 1988;317-324 North-Holland, Amsterdam.
    • (1988) Uncertainty in Artificial Intelligence 2 , pp. 317-324
    • Henrion, M.1
  • 11
    • 0029322870 scopus 로고
    • Sensitivity analysis for probability assessments in Bayesian networks
    • Laskey K. B. Sensitivity analysis for probability assessments in Bayesian networks. IEEE Trans. Systems, Man, and Cybernetics. 25:1995;901-909.
    • (1995) IEEE Trans. Systems, Man, and Cybernetics , vol.25 , pp. 901-909
    • Laskey, K.B.1
  • 12
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • Lauritzen S. L., Spiegelhalter D. J. Local computations with probabilities on graphical structures and their application to expert systems. J. Roy. Statist. Soc. (B). 50:1988;157-224.
    • (1988) J. Roy. Statist. Soc. (B) , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 13
    • 84950442428 scopus 로고
    • Propagation of probabilities, means, and variances in mixed graphical association models
    • Lauritzen S. L. Propagation of probabilities, means, and variances in mixed graphical association models. J. Amer. Statist. Assoc. 87:1992;1098-1108.
    • (1992) J. Amer. Statist. Assoc. , vol.87 , pp. 1098-1108
    • Lauritzen, S.L.1
  • 14
    • 0002480085 scopus 로고
    • Graphical models for association between variables, some of which are qualitative and some quantitative
    • Lauritzen S. L., Wermuth N. Graphical models for association between variables, some of which are qualitative and some quantitative. Ann. Statist. 17:1989;31-54.
    • (1989) Ann. Statist. , vol.17 , pp. 31-54
    • Lauritzen, S.L.1    Wermuth, N.2
  • 17
    • 46149134436 scopus 로고
    • Fusion, propagation and structuring in belief networks
    • Pearl J. Fusion, propagation and structuring in belief networks. Artificial Intell. 29:1986a;241-288.
    • (1986) Artificial Intell. , vol.29 , pp. 241-288
    • Pearl, J.1
  • 18
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    • Evidential reasoning using stochastic simulation of causal models
    • Pearl J. Evidential reasoning using stochastic simulation of causal models. Artificial Intell. 32:1986b;245-287.
    • (1986) Artificial Intell. , vol.32 , pp. 245-287
    • Pearl, J.1
  • 20
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    • Simulation approaches to general probabilistic inference on belief networks
    • Machine Intelligence and Pattern Recognition Series, Henrion. Amsterdam: North-Holland
    • Shachter R. D., Peot M. A. Simulation approaches to general probabilistic inference on belief networks. Henrion. Uncertainty in Artificial Intelligence 5. Machine Intelligence and Pattern Recognition Series. 10:1990;221-231 North-Holland, Amsterdam.
    • (1990) Uncertainty in Artificial Intelligence 5 , vol.10 , pp. 221-231
    • Shachter, R.D.1    Peot, M.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.