On expressiveness and uncertainty awareness in rule-based classification for data streams.
Thien LeFrederic T. StahlMohamed Medhat GaberJoão Bártolo GomesGiuseppe Di FattaPublished in: Neurocomputing (2017)
Keyphrases
- data streams
- uncertain data
- sliding window
- expressive power
- concept drift
- data stream mining
- stream data
- streaming data
- computational properties
- decision theory
- data sets
- sensor data
- frequent itemsets
- sensor networks
- stream mining
- outlier detection
- belief functions
- continuous data streams
- evolving data streams
- database
- mining data streams
- conditional probabilities
- incomplete information
- data distribution
- data structure
- data mining