Semi-supervised Sequence Classification through Change Point Detection.
Nauman AhadMark A. DavenportPublished in: AAAI (2021)
Keyphrases
- sequence classification
- change point detection
- semi supervised
- sequential data
- sequence data
- hidden markov models
- non stationary
- semi supervised learning
- outlier detection
- discriminative learning
- markov models
- pairwise
- pairwise constraints
- normalized maximum likelihood
- labeled data
- unlabeled data
- active learning
- conditional random fields
- generative model
- supervised learning
- sequence alignment
- metric learning
- maximum entropy
- string kernels
- machine learning