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Volumn , Issue , 1999, Pages 591-596

Estimating the parameters of mixed Bayesian networks from incomplete data

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; MAXIMUM LIKELIHOOD; MAXIMUM LIKELIHOOD ESTIMATION; PARAMETER ESTIMATION; REGRESSION ANALYSIS; SIGNAL PROCESSING;

EID: 22144436977     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IDC.1999.754221     Document Type: Conference Paper
Times cited : (2)

References (14)
  • 1
    • 0003846041 scopus 로고
    • Tech. Rep. MSR-TR-95-06, Microsoft Research, Advanced Techiiology Division, Microsoft Corporation 1 :Microsoft Way, Redmond, WA 98052, USA March
    • D. Heckerman, "A tutorial on learning in Bayesian networks, " Tech. Rep. MSR-TR-95-06, Microsoft Research, Advanced Techiiology Division, Microsoft Corporation, 1 :Microsoft Way, Redmond, WA 98052, USA, March 1995.
    • (1995) A Tutorial on Learning in Bayesian Networks
    • Heckerman, D.1
  • 2
    • 0002480085 scopus 로고
    • Graphical models for associations between variables, some of which are qualitative and some quantitative
    • S. L. Lauritzen and N. Wermuth, "Graphical models for associations between variables, some of which are qualitative and some quantitative, " Ann. Statist., vol. 17, pp. 31-57, 1989.
    • (1989) Ann Statist , vol.17 , pp. 31-57
    • Lauritzen, S.L.1    Wermuth, N.2
  • 3
    • 58149210716 scopus 로고
    • The em algorithm for graph:ical association models with missing data
    • S. Lauritzen, "The EM algorithm for graph:ical association models with missing data, " Computational Statistics and Data Analysis, vol. 19, pp. 191-201, 1995.
    • (1995) Computational Statistics and Data Analysis , vol.19 , pp. 191-201
    • Lauritzen, S.1
  • 4
    • 85172412915 scopus 로고
    • Accelerated quantification of Bayesian networks with incomplete data
    • (U. M. Fayyad and R. Uthurusamy, eds.), AAAIPress
    • B. Thiesson, "Accelerated quantification of Bayesian networks with incomplete data, in Proc. First Int. Conf on Knowledge Discovery and Data Mining (U. M. Fayyad and R. Uthurusamy, eds.), AAAIPress, 1995.
    • (1995) Proc. First Int. Conf on Knowledge Discovery and Data Mining
    • Thiesson, B.1
  • 6
    • 85036458871 scopus 로고
    • Chichester, England: John Wiley & Sons Ltd Graphical Models (M. I. Jordan, ed.) , kulwer Academic Publishers 1998
    • J. Whittaker, Graphical models in applied multivariate statistics. Chichester, England: John Wiley & Sons Ltd., 1991. Graphical Models (M. I. Jordan, ed.), pp. 105-161, kulwer Academic Publishers, 1998.
    • (1991) Graphical Models in Applied Multivariate Statistics , pp. 105-161
    • Whittaker, J.1
  • 8
    • 0003546861 scopus 로고
    • Mixed interaction models
    • Institute of Electronic Systems, Aalborg University, Denmark
    • S. L. Lauritzen and N. Wermuth, "Mixed interaction models, " Tech. Rep. R-84-8, Institute of Electronic Systems, Aalborg University, Denmark, 1984.
    • (1984) Tech. Rep. R-84-8
    • Lauritzen, L.1    Wermuth, N.2
  • 9
    • 0001964681 scopus 로고
    • Hierarchical interaction models
    • D. E. Edwards, "hierarchical interaction models, " J. Roy. Satist. Soc. B, vol. 52, no. 1, pp. 3-20, 1990.
    • (1990) J. Roy. Satist. Soc. B , vol.52 , Issue.1 , pp. 3-20
    • Edwards, D.E.1
  • 11
    • 84950442428 scopus 로고
    • Propagation of probabilities, means, and variances in mixed graphical association models
    • S. L. Lauritzen, "Propagation of probabilities, means, and variances in mixed graphical association models, " J. American Statist. Assoc., vol. 87, no. 420, pp. 1098-1108, 1992.
    • (1992) J American Statist. Assoc , vol.87 , Issue.420 , pp. 1098-1108
    • Lauritzen, L.1
  • 12
    • 0001698979 scopus 로고
    • Bayesian updating in causal probabilistic networks by local computations
    • E Jensen, S. Lauritzen, and K. Olesen, "Bayesian updating in causal probabilistic networks by local computations, " Compututionul Stutistics Quarterly, vol. 4, pp. 269-282, 1990.
    • (1990) Compututionul Stutistics Quarterly , vol.4 , pp. 269-282
    • Jensen Lauritzen, S.E.1    Olesen, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.