Learning in the presence of class imbalance and concept drift.
Shuo WangLeandro L. MinkuNitesh V. ChawlaXin YaoPublished in: Neurocomputing (2019)
Keyphrases
- concept drift
- class imbalance
- data streams
- learning process
- drifting concepts
- class distribution
- learning algorithm
- active learning
- unsupervised learning
- non stationary
- data distribution
- machine learning
- prior knowledge
- ensemble learning
- ensemble classifier
- pattern recognition
- supervised learning
- class labels
- learning tasks
- data structure
- reinforcement learning
- face recognition
- streaming data