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Optimal Viterbi Bayesian predictive classification for data from finite alphabets

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Publication:1926540
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DOI10.1016/j.jspi.2012.07.013zbMath1254.62007OpenAlexW2075945694MaRDI QIDQ1926540

Yaqiong Cui, Timo Koski, Jie Xiong, Jukka Corander

Publication date: 28 December 2012

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2012.07.013


zbMATH Keywords

Bayesian learninghidden Markov models


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Markov processes (60J99)


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Simultaneous predictive Gaussian classifiers ⋮ MAP segmentation in Bayesian hidden Markov models: a case study ⋮ Marginal and simultaneous predictive classification using stratified graphical models ⋮ Estimation of Viterbi path in Bayesian hidden Markov models



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