Addressing Concept Drift in Reputation Assessment.
Caroline PlayerNathan GriffithsPublished in: AAMAS (2018)
Keyphrases
- concept drift
- data streams
- streaming data
- non stationary
- classification algorithm
- drifting concepts
- drift detection
- data distribution
- change detection
- target concept
- incremental clustering
- evolving data streams
- stream data
- concept descriptions
- data stream classification
- novelty detection
- batch learning
- data stream mining
- ensemble classifier
- nearest neighbor
- database systems
- clustering algorithm
- reinforcement learning
- data structure
- data model
- sliding window