Concept Drift Detection and Adaptation with Weak Supervision on Streaming Unlabeled Data.
Abhijit SupremPublished in: CoRR (2019)
Keyphrases
- concept drift
- unlabeled data
- streaming data
- data streams
- labeled data
- semi supervised learning
- class distribution
- semi supervised
- change detection
- co training
- supervised learning
- training data
- active learning
- text classification
- data points
- labeled and unlabeled data
- labeled examples
- data distribution
- non stationary
- text categorization
- class labels
- classification algorithm
- training examples
- transfer learning
- prior knowledge
- training set
- learning algorithm
- pairwise
- positive examples
- data structure
- remote sensing
- naive bayes
- high dimensional