Semi-supervised sequence classification using abstraction augmented Markov models.

Cornelia Caragea Adrian Silvescu Doina Caragea Vasant G. Honavar

Published in: BCB (2010)

Keyphrases

sequence classification
markov models
semi supervised
markov model
hidden markov models
maximum entropy
higher order
semi supervised learning
pairwise
labeled data
supervised learning
active learning
unlabeled data
conditional random fields
generative model
pairwise constraints
background knowledge