On the Semantics of Concept Drift: Towards Formal Definitions of Concept Drift and Semantic Change.
Antske FokkensSerge Ter BraakeIsa MaksDavide CeolinPublished in: Drift-a-LOD@EKAW (2016)
Keyphrases
- concept drift
- formal definitions
- data streams
- streaming data
- semantic information
- change detection
- incremental clustering
- non stationary
- drifting concepts
- data distribution
- evolving data streams
- classification algorithm
- data stream mining
- data stream classification
- drift detection
- batch learning
- natural language
- management system
- owl ontologies
- normal form
- multi dimensional
- knn
- classification accuracy
- neural network