Markov Models for Pattern Recognition: From Theory to Applications

This introduction to the Markov modeling framework describes the underlying theoretical concepts of Markov models as used for sequential data, covering Hidden Markov models and Markov chain models. It presents the techniques necessary to build successful systems.