Synthesis of hidden Markov models based on finite sample paths and applications to computational biology.
M. VidyasagarPublished in: ECC (2003)
Keyphrases
- hidden markov models
- computational biology
- finite sample
- sample size
- statistical learning theory
- machine learning
- uniform convergence
- nearest neighbor
- error bounds
- protein sequences
- molecular biology
- natural language processing
- conditional random fields
- image segmentation
- statistical learning
- vc dimension
- biological sequences
- data mining
- bayesian networks
- multiple sequence alignment
- genetic algorithm
- phylogenetic trees
- feature extraction
- model selection
- training data
- pattern recognition