A case-based technique for tracking concept drift in spam filtering.
Sarah Jane DelanyPadraig CunninghamAlexey TsymbalLorcan CoylePublished in: Knowl. Based Syst. (2005)
Keyphrases
- spam filtering
- concept drift
- data streams
- drifting concepts
- drift detection
- classification algorithm
- non stationary
- text classification
- streaming data
- data stream classification
- change detection
- anti spam
- data distribution
- batch learning
- spam detection
- case based reasoning
- incremental clustering
- spam filters
- data stream mining
- evolving data streams
- email spam
- neural network
- reinforcement learning
- image analysis
- data management
- case base