Embedding HMMs-based models in a Euclidean space: the topological hidden Markov models

DOI10.1016/j.patcog.2010.01.022zbMath1211.68348OpenAlexW2155181694MaRDI QIDQ969112

D. Bouchaffra

Publication date: 11 May 2010

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2010.01.022

zbMATH Keywords

\(5\times 2\)-fold cross validation paired \(t\)-test of hypothesischain code representationhandwritten numeral recognitionobject contour representationprotein fold recognitionstructural decodingstructural hidden Markov modelstopological decoding

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Uses Software

• DT-CWT

Cites Work

• Unnamed Item
• Unnamed Item
• The hierarchical hidden Markov model: Analysis and applications
• Protein classification by stochastic modeling and optimal filtering of amino-acid sequences
• Factorial hidden Markov models
• Hidden Markov model state estimation with randomly delayed observations
• 10.1162/15324430260185628
• On the approximation of curves by line segments using dynamic programming
• Analysis of a risk-sensitive control problem for hidden Markov chains
• Statistical Inference for Probabilistic Functions of Finite State Markov Chains

This page was built for publication: Embedding HMMs-based models in a Euclidean space: the topological hidden Markov models