SGDOL: Self-evolving Generative and Discriminative Online Learning for Data Stream Classification.
Deeksha AggarwalJ. SenthilnathUttam KumarVivek YadavSushant KulkarniMd Meftahul FerdausXiaoli LiPublished in: ICDM (Workshops) (2021)
Keyphrases
- online learning
- data stream classification
- discriminative methods
- discriminative learning
- concept drift
- generative and discriminative models
- discriminative models
- generative model
- data streams
- discriminative training
- conditional likelihood
- incremental learning
- data stream mining
- unsupervised learning
- bayesian network classifiers
- discriminative classifiers
- e learning
- missing values
- active learning
- semi supervised learning
- semi supervised
- machine learning
- feature extraction
- feature selection
- data distribution
- change detection
- non stationary
- support vector
- gaussian process latent variable models