Asymmetric hidden Markov models

Marcos L. P. Bueno*, Arjen Hommersom, Peter J. F. Lucas, Alexis Linard

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)169-191
Number of pages23
JournalInternational Journal of Approximate Reasoning
Volume88
DOIs
Publication statusPublished - Sep 2017

Keywords

  • Hidden Markov models
  • Bayesian networks
  • Model selection
  • Unsupervised learning
  • Time series
  • Structure learning
  • BAYESIAN NETWORKS
  • INFERENCE

Cite this

Bueno, Marcos L. P. ; Hommersom, Arjen ; Lucas, Peter J. F. ; Linard, Alexis. / Asymmetric hidden Markov models. In: International Journal of Approximate Reasoning. 2017 ; Vol. 88. pp. 169-191.
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title = "Asymmetric hidden Markov models",
keywords = "Hidden Markov models, Bayesian networks, Model selection, Unsupervised learning, Time series, Structure learning, BAYESIAN NETWORKS, INFERENCE",
author = "Bueno, {Marcos L. P.} and Arjen Hommersom and Lucas, {Peter J. F.} and Alexis Linard",
year = "2017",
month = "9",
doi = "10.1016/j.ijar.2017.05.011",
language = "English",
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pages = "169--191",
journal = "International Journal of Approximate Reasoning",
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}

Asymmetric hidden Markov models. / Bueno, Marcos L. P.; Hommersom, Arjen; Lucas, Peter J. F.; Linard, Alexis.

In: International Journal of Approximate Reasoning, Vol. 88, 09.2017, p. 169-191.

Research output: Contribution to journalArticleAcademicpeer-review

TY - JOUR

T1 - Asymmetric hidden Markov models

AU - Bueno, Marcos L. P.

AU - Hommersom, Arjen

AU - Lucas, Peter J. F.

AU - Linard, Alexis

PY - 2017/9

Y1 - 2017/9

KW - Hidden Markov models

KW - Bayesian networks

KW - Model selection

KW - Unsupervised learning

KW - Time series

KW - Structure learning

KW - BAYESIAN NETWORKS

KW - INFERENCE

U2 - 10.1016/j.ijar.2017.05.011

DO - 10.1016/j.ijar.2017.05.011

M3 - Article

VL - 88

SP - 169

EP - 191

JO - International Journal of Approximate Reasoning

JF - International Journal of Approximate Reasoning

SN - 0888-613X

ER -