Open AccessModified k-mean clustering method of HMM states for initialization of Baum-Welch training algorithm
Author(s) -
Pauline Larue,
Pierre Jallon,
Bertrand Rivet
Publication year - 2011
Publication title -
hal (le centre pour la communication scientifique directe)
Language(s) - English
Resource type - Conference proceedings
Subject(s) - initialization , hidden markov model , expectation–maximization algorithm , computer science , algorithm , cluster analysis , forward algorithm , gaussian , pattern recognition (psychology) , hidden variable theory , mixture model , point (geometry) , artificial intelligence , markov model , markov chain , mathematics , machine learning , variable order markov model , maximum likelihood , statistics , physics , programming language , geometry , quantum mechanics , quantum