Predictive Handling of Asynchronous Concept Drifts in Distributed Environments.
Hock Hee AngVivekanand GopalkrishnanIndre ZliobaiteMykola PechenizkiySteven C. H. HoiPublished in: IEEE Trans. Knowl. Data Eng. (2013)
Keyphrases
- distributed environment
- concept drift
- mining data streams
- data streams
- streaming data
- distributed systems
- distributed computing
- drift detection
- data stream mining
- data distribution
- ensemble classifier
- intelligent agents
- stream data
- concept drifting data streams
- classification algorithm
- peer to peer
- data stream classification
- change detection
- non stationary
- peer to peer networks
- ensemble classification
- sliding window
- wireless devices
- skyline queries
- learning algorithm
- support vector machine
- asynchronous circuits
- reinforcement learning
- machine learning