首页    期刊浏览 2025年12月04日 星期四
登录注册

文章基本信息

  • 标题:Characterization of Dynamic Bayesian Network-The Dynamic Bayesian Network as temporal network
  • 本地全文:下载
  • 作者:Nabil Ghanmi ; Mohamed Ali Mahjoub ; Najoua Essoukri Ben Amara
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2011
  • 卷号:2
  • 期号:7
  • DOI:10.14569/IJACSA.2011.020708
  • 出版社:Science and Information Society (SAI)
  • 摘要:In this report, we will be interested at Dynamic Bayesian Network (DBNs) as a model that tries to incorporate temporal dimension with uncertainty. We start with basics of DBN where we especially focus in Inference and Learning concepts and algorithms. Then we will present different levels and methods of creating DBNs as well as approaches of incorporating temporal dimension in static Bayesian network.
  • 关键词:thesai; IJACSA; thesai.org; journal; IJACSA papers; DBN; DAG; Inference; Learning; HMM; EM Algorithm; SEM; MLE; coupled HMMs.
国家哲学社会科学文献中心版权所有