A Multi-Resolution Learning Approach to Tracking Concept Drift and Recurrent Concepts.
Mihai M. LazarescuPublished in: PRIS (2005)
Keyphrases
- concept drift
- multiresolution
- concept descriptions
- learning algorithm
- target concept
- streaming data
- inductive learning
- background knowledge
- reinforcement learning
- batch learning
- data distribution
- classification algorithm
- unsupervised learning
- learning process
- drifting concepts
- non stationary
- learning tasks
- incremental learning
- supervised learning
- data model
- positive examples
- query processing
- previously unseen
- image analysis