An improved em algorithm for bayesian networks parameter learning

被引：0
|
作者：
Zhang, Shao-Zhong [1 ]
Zhang, Zeng-Nian [1 ]
Yang, Nan-Hai [2 ]
Zhang, Jian-Ying [2 ]
Wang, Xiu-Kun [2 ]
机构：
[1] Inst. of Electronics and Information, Zhejiang Wanli University, Ningbo, Zhejiang, 315100, China
[2] Department of Computer Science, Dalian University of Technology, Dalian, Liaoning, 116023, China
来源：
Proc. Int. Conf. Mach. Learning Cybernetics | 1600年 / 1503-1508期
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Algorithms - Data acquisition - Functions - Optimization - Public policy - Set theory - Simulated annealing
引用
收藏
相关论文
共 50 条
  • [31] Learning Bayesian networks using genetic algorithm
    Chen Fei
    Wang Xiufeng
    Rao Yimei
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2007, 18 (01) : 142 - 147
  • [32] The Situation Assessment of UAVs Based on an Improved Whale Optimization Bayesian Network Parameter-Learning Algorithm
    Li, Weinan
    Zhang, Weiguo
    Liu, Baoning
    Guo, Yicong
    DRONES, 2023, 7 (11)
  • [33] An improved generalized variable elimination algorithm in Bayesian Networks
    Lei, XF
    Holmes, DE
    ICAI '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2, 2005, : 579 - 585
  • [34] Geometry on the parameter space of the belief propagation algorithm on Bayesian networks
    Watanabe, Y
    PHYSICS LETTERS A, 2006, 350 (1-2) : 81 - 86
  • [35] Improved Parameter Uniform Priors in Bayesian Network Structure Learning
    Wang, Manxi
    Wang, Liandong
    Wang, Zidong
    Gao, Xiaoguang
    Di, Ruohai
    2018 4TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION, 2019, 252
  • [36] Parameter incremental learning algorithm for neural networks
    Wan, Sheng
    Banta, Larry E.
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2006, 17 (06): : 1424 - 1438
  • [37] Bayesian network structure learning with improved genetic algorithm
    Sun, Baodan
    Zhou, Yun
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 37 (09) : 6023 - 6047
  • [38] An improved algorithm of usage parameter control in ATM networks
    Jiang, ZF
    Liu, ZM
    1996 INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, VOLUMES 1 AND 2 - PROCEEDINGS, 1996, : 24 - 27
  • [39] Learning dynamic Bayesian networks structure based on Bayesian optimization algorithm
    Gao, Song
    Xiao, Qinkun
    Pan, Quan
    Li, Qingguo
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 2, PROCEEDINGS, 2007, 4492 : 424 - +
  • [40] Monotonicity Induced Parameter Learning for Bayesian Networks with Limited Data
    Yang, Jingzhuo
    Wang, Yu
    Pei, Shenglei
    Hu, Qinghua
    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
12345