The Entropy and PCA Based Anomaly Prediction in Data Streams.
Daocheng HongDeshan ZhaoYanchun ZhangPublished in: KES (2016)
Keyphrases
- data streams
- prediction accuracy
- sliding window
- anomaly detection
- principal component analysis
- data sets
- mutual information
- prediction algorithm
- concept drift
- prediction model
- stream data mining
- change detection
- intrusion detection
- information theory
- streaming data
- continuous queries
- stream mining
- mining data streams
- distributed data streams
- principal components
- data streaming
- data stream mining
- itemsets
- sensor networks
- data mining