Online reliable semi-supervised learning on evolving data streams.
Salah Ud DinJunming ShaoJay KumarWaqar AliJiaming LiuYu YePublished in: Inf. Sci. (2020)
Keyphrases
- semi supervised learning
- evolving data streams
- semi supervised
- unlabeled data
- stream clustering
- labeled data
- semi supervised classification
- supervised learning
- text categorization
- machine learning
- concept drift
- unsupervised learning
- streaming data
- co training
- data streams
- random forests
- stream mining
- training data
- active learning
- pairwise
- k nearest neighbor
- data sets
- image classification
- high dimensional
- data stream mining