Parameter estimation in bayesian networks from incomplete databases

被引:0
|
作者
Knowledge Media Institute, Open University, Milton Kynes, United Kingdom [1 ]
不详 [2 ]
机构
来源
Intelligent Data Analysis | 1998年 / 2卷 / 02期
关键词
Authors thank Paul Cohen; Greg Cooper; Paul Snow; and Zdenek Zdrahal for their helpful suggestions during the development of this research; and the anonymous referees for their useful comments on the first version of this paper. This research was partially supported by equipment grants from Apple Computer and Sun Microsystems;
D O I
暂无
中图分类号
学科分类号
摘要
16
引用
收藏
页码:139 / 160
相关论文
共 50 条
  • [31] Bayesian estimation of MR images from incomplete raw data
    Marseille, GJ
    deBeer, R
    Fuderer, M
    Mehlkopf, AF
    vanOrmondt, D
    MAXIMUM ENTROPY AND BAYESIAN METHODS - PROCEEDINGS OF THE FOURTEENTH INTERNATIONAL WORKSHOP ON MAXIMUM ENTROPY AND BAYESIAN METHODS, CAMBRIDGE, ENGLAND, 1994, 1996, 70 : 13 - 22
  • [32] A hybrid approach for learning parameters of probabilistic networks from incomplete databases
    Haider, S
    DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, 2003, 104 : 321 - 330
  • [33] Computation of the posterior entropy in a Bayesian framework for parameter estimation in biological networks
    Kramer, Andrei
    Hasenauer, Jan
    Allgoewer, Frank
    Radde, Nicole
    2010 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 2010, : 493 - 498
  • [34] Bayesian Parameter Estimation for Latent Markov Random Fields and Social Networks
    Everitt, Richard G.
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2012, 21 (04) : 940 - 960
  • [35] Learning from incomplete data in Bayesian networks with qualitative influences
    Masegosa, Andres R.
    Feelders, Ad J.
    van der Gaag, Linda C.
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2016, 69 : 18 - 34
  • [36] ISING FIELD PARAMETER ESTIMATION FROM INCOMPLETE AND NOISY DATA
    Giovannelli, J. -F.
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011, : 1853 - 1856
  • [37] ESTIMATION OF DISTRIBUTION FUNCTION AND DISTRIBUTION PARAMETER FROM INCOMPLETE DATA
    LI, Q
    ZHOU, ZG
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 1991, 32 (03) : 307 - 314
  • [38] Representation of Bayesian networks as relational databases
    Wong, SKM
    Xiang, Y
    Nie, X
    ADVANCES IN INTELLIGENT COMPUTING - IPMU '94, 1995, 945 : 117 - 130
  • [39] Bayesian Optimization Algorithm for Learning Structure of Dynamic Bayesian Networks from Incomplete Data
    Guo, Wenqiang
    Gao, Xiaoguang
    Xiao, Qinkun
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 2088 - 2093
  • [40] Bayesian Parameter Estimation in LDA
    Liu, Z. Y.
    Wang, W. P.
    Wang, Y.
    Lu, W. Y.
    Ji, Z. Z.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL APPLICATIONS (CISIA 2015), 2015, 18 : 837 - 840