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
  • [21] Parameter Estimation in Bayesian Networks Using Overlapping Swarm Intelligence
    Fortier, Nathan
    Sheppard, John
    Strasser, Shane
    GECCO'15: PROCEEDINGS OF THE 2015 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2015, : 9 - 16
  • [22] A NEW "IMPLICIT" PARAMETER ESTIMATION FOR CONDITIONAL GAUSSIAN BAYESIAN NETWORKS
    Jarraya, Aida
    Masmoudi, Afif
    Leray, Philippe
    UNCERTAINTY MODELING IN KNOWLEDGE ENGINEERING AND DECISION MAKING, 2012, 7 : 887 - 893
  • [23] Completing incomplete Bayesian Networks
    Schramm, M
    Fronhöfer, B
    CONDITIONALS, INFORMATION, AND INFERENCE, 2005, : 200 - 218
  • [24] Bayesian Parameter Estimation
    Simoen, E.
    Lombaert, G.
    IDENTIFICATION METHODS FOR STRUCTURAL HEALTH MONITORING, 2016, 567 : 89 - 115
  • [25] Abduction as Incomplete Parameter Estimation
    Kamiura, Moto
    TRIPLEC-COMMUNICATION CAPITALISM & CRITIQUE, 2011, 9 (02): : 494 - 501
  • [26] On the estimation of a parameter with incomplete knowledge on a nuisance parameter
    Mohammad-Djafari, A
    Mohammadpour, A
    BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING, 2004, 735 : 533 - 540
  • [27] Being Bayesian about learning Gaussian Bayesian networks from incomplete data
    Grzegorczyk M.
    International Journal of Approximate Reasoning, 2023, 160
  • [28] Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data
    Van den Broeck, Guy
    Mohan, Karthika
    Choi, Arthur
    Darwiche, Adnan
    Pearl, Judea
    UNCERTAINTY IN ARTIFICIAL INTELLIGENCE, 2015, : 161 - 170
  • [29] NONPARAMETRIC BAYESIAN ESTIMATION OF SURVIVAL CURVES FROM INCOMPLETE OBSERVATIONS
    SUSARLA, V
    VANRYZIN, J
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1976, 71 (356) : 897 - 902
  • [30] BAYESIAN METHODS FOR PREVALENCE ESTIMATION FROM INCOMPLETE ADMINISTRATIVE LISTS
    SMITH, PJ
    STATISTICS IN MEDICINE, 1991, 10 (01) : 113 - 118
12345