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文章基本信息

  • 标题:A note on estimation of states in HMM with unknown parameters
  • 本地全文:下载
  • 作者:Yasunari Maeda ; Fumito Masui ; Masakiyo Suzuki
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2011
  • 卷号:11
  • 期号:4
  • 页码:63-67
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:Estimation of states in HMM(Hidden Markov Model) with unknown parameters is very important topic in many fields. In this paper we propose an optimal estimation method which minimizes an error rate with reference to the Bayes criterion. We also propose approximate method in order to reduce computational complexity.
  • 关键词:estimation of states; Hidden Markov Model; statistical decision theory; error rate
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