Efficient and effective learning of HMMs based on identification of hidden states

DOI10.1155/2017/7318940zbMath1426.62245OpenAlexW2590393771WikidataQ59147755 ScholiaQ59147755MaRDI QIDQ1993090

Tingting Liu, Jan Lemeire

Publication date: 5 November 2018

Published in: Mathematical Problems in Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2017/7318940

Mathematics Subject Classification ID

Markov processes: estimation; hidden Markov models (62M05) Identification in stochastic control theory (93E12)

Related Items (1)

Initialization of Hidden Markov and Semi‐Markov Models: A Critical Evaluation of Several Strategies

Cites Work

• A spectral algorithm for learning hidden Markov models
• Equivalence of state representations for hidden Markov models
• Detecting Homogeneous Segments in DNA Sequences by Using Hidden Markov Models
• Sticky Hidden Markov Modeling of Comparative Genomic Hybridization
• Statistical Inference for Probabilistic Functions of Finite State Markov Chains
• A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains
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