Truncated Gradient Confidence-Weighted Based Online Learning for Imbalance Streaming Data.
Ji HuChenggang YanXin LiuJiyong ZhangDongliang PengYi YangPublished in: ICME (2019)
Keyphrases
- streaming data
- online learning
- confidence weighted
- concept drift
- batch learning
- class imbalance
- data streams
- class distribution
- cost sensitive
- linear classifiers
- multi class
- sliding window
- data distribution
- cost sensitive classification
- e learning
- anomaly detection
- incremental learning
- active learning
- non stationary
- misclassification costs
- machine learning
- cost sensitive learning