Clustering sequence data using hidden Markov model representation.
Cen LiGautam BiswasPublished in: Data Mining and Knowledge Discovery: Theory, Tools, and Technology (1999)
Keyphrases
- hidden markov models
- sequence data
- sequence classification
- profile hidden markov models
- sequential data
- markov models
- markov model
- speech recognition
- conditional random fields
- viterbi algorithm
- biological sequences
- hidden state
- hidden states
- handwritten word recognition
- k means
- density estimation
- unsupervised learning
- multi stream
- fisher kernel
- dynamic probabilistic networks