Mining in Anticipation for Concept Change: Proactive-Reactive Prediction in Data Streams.
Ying YangXindong WuXingquan ZhuPublished in: Data Min. Knowl. Discov. (2006)
Keyphrases
- data streams
- concept drifting
- stream mining
- stream data mining
- continuous data streams
- multiple data streams
- itemsets
- sliding window
- stream data
- mining data streams
- prediction accuracy
- frequent itemsets
- data stream mining
- streaming data
- closed frequent itemsets
- mining frequent itemsets
- association rule mining
- sensor networks
- mining algorithm
- prediction error
- prediction model
- prediction algorithm
- change detection
- text mining
- knowledge discovery
- concept drift
- pattern mining
- frequent closed itemsets
- neural network
- single pass
- data sets
- sensor data
- location prediction
- privacy preserving
- data mining techniques
- data mining