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Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data.
Jan-Willem van de Meent
Jonathan E. Bronson
Frank D. Wood
Ruben L. Gonzalez
Chris Wiggins
Published in:
ICML (2) (2013)
Keyphrases
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hidden markov models
sequential data
prior knowledge
data analysis
learning algorithm
reinforcement learning
data mining techniques
maximum likelihood
speech recognition
pattern mining
viterbi algorithm
sequence classification
hidden state
continuous hidden markov models