A Case-Based Technique for Tracking Concept Drift in Spam Filtering.
Sarah Jane DelanyPádraig CunninghamAlexey TsymbalLorcan CoylePublished in: SGAI Conf. (Applications) (2004)
Keyphrases
- spam filtering
- concept drift
- data streams
- streaming data
- drift detection
- drifting concepts
- text classification
- incremental clustering
- data distribution
- non stationary
- evolving data streams
- case based reasoning
- spam filters
- anti spam
- classification algorithm
- change detection
- data stream mining
- batch learning
- case base