Hidden semi-Markov models

Hidden semi-Markov models: theory, algorithms and applications

by Yu, Shun-Zheng

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Title Statements

  • Full title :Hidden semi-Markov models : theory, algorithms and applications / Shun-Zheng Yu.

Edition Statements

  • Publication Date:©2016

Publication Statements

  • Publisher(s):Elsevier
  • Place of Publication:Amsterdam
  • Language:eng
  • Publication Date:©2016

The Physical Object

  • Description:ix, 195 pages : : illustrations ; : 23 cm.

Edition Identifiers

  • ISBN:9780128027677, 0128027673
  • oclc:ocn932126653
  • LC Classification:QA274.7
  • Dewey Decimal:519.2/33

Table of Contents

1. Introduction -- 2. General hidden semi-Markov model -- 3. Parameter estimation of general HSMM -- 4. Implementation of HSMM algorithms -- 5. Conventional HSMMs -- 6. Various duration distributions -- 7. Various observation distributions -- 8. Variants of HSMMs -- 9. Applications of HSMMs.

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Subjects

Markov processes Markov processes -- Industrial applicat… Processus de Markov Processus de Markov -- Applications ind…

Writers

Yu, Shun-Zheng

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