Marginalized Viterbi algorithm for hierarchical hidden Markov models

DOI10.1016/J.PATCOG.2013.06.001zbMath1326.68244OpenAlexW2062804535MaRDI QIDQ898235

Kazunori Iwata, Akira Hayashi, Nobuo Suematsu

Publication date: 8 December 2015

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2013.06.001

zbMATH Keywords

time series datafinding the most likely state sequencegeneralized Viterbi algorithmhierarchical HMMmarginalized Viterbi algorithm

Mathematics Subject Classification ID

Computational methods in Markov chains (60J22) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Pattern recognition, speech recognition (68T10)

Cites Work

• The hierarchical hidden Markov model: Analysis and applications
• Error bounds for convolutional codes and an asymptotically optimum decoding algorithm

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