Binary imbalanced data classification based on diversity oversampling by generative models.
Junhai ZhaiJiaxing QiChu ShenPublished in: Inf. Sci. (2022)
Keyphrases
- generative model
- imbalanced data classification
- probabilistic model
- minority class
- class imbalance
- feature selection
- discriminative learning
- prior knowledge
- em algorithm
- hierarchical hidden markov models
- discriminative models
- conditional random fields
- semi supervised
- expectation maximization
- active learning
- generative and discriminative models
- class distribution
- data distribution
- random sampling
- machine learning