Learning from Ontology Streams with Semantic Concept Drift.
Jiaoyan ChenFreddy LécuéJeff Z. PanHuajun ChenPublished in: IJCAI (2017)
Keyphrases
- concept drift
- data streams
- streaming data
- learning algorithm
- batch learning
- drifting concepts
- learning process
- semantic web
- domain ontology
- incremental learning
- inductive learning
- data stream mining
- concept descriptions
- background knowledge
- classification algorithm
- supervised learning
- knowledge representation
- previously unseen
- active learning
- drift detection