Collaborative Data Stream Mining in Ubiquitous Environments using Dynamic Classifier Selection.
João Bártolo GomesMohamed Medhat GaberPedro A. C. SousaErnestina Menasalvas RuizPublished in: Int. J. Inf. Technol. Decis. Mak. (2013)
Keyphrases
- data stream mining
- ubiquitous environments
- dynamic classifier selection
- data streams
- streaming data
- data mining
- concept drift
- smart home
- stream data
- multiple classifier systems
- frequent pattern mining
- data distribution
- pattern recognition
- sliding window
- frequent patterns
- non stationary
- image analysis
- highly dynamic
- training data
- machine learning