Classification of multidimensional observation sequences described by Hidden Markov Models
Tatyana A. Gultyaeva, V.V. Kokoreva · 2014 12th International Conference on Actual Problems of Electronics Instrument Engineering (APEIE) · 2014
This article analyses several approaches to classification of multidimensional observation sequences described by Hidden Markov Models. It demonstrates good efficiency of method based on HMM parameter derivatives when competing classes are close in some way.