Semi-supervised sequence classification through change point detection.
Nauman AhadMark A. DavenportPublished in: CoRR (2020)
Keyphrases
- sequence classification
- change point detection
- semi supervised
- sequential data
- sequence data
- hidden markov models
- non stationary
- discriminative learning
- semi supervised learning
- normalized maximum likelihood
- outlier detection
- markov models
- pairwise
- conditional random fields
- pairwise constraints
- labeled data
- unlabeled data
- generative model
- gaussian process
- active learning
- multi dimensional
- maximum entropy
- higher order
- supervised learning
- probabilistic model
- image processing