Stream Event Detection: A Unified Framework for Mining Outlier, Change and Burst Simultaneously over Data Stream.
Zhijian YuanKai DuYan JiaJiajia MiaoPublished in: ICDM Workshops (2007)
Keyphrases
- event detection
- data streams
- text streams
- stream mining
- outlier detection
- closed frequent itemsets
- continuous data streams
- sliding window
- data stream mining
- frequent itemsets
- streaming data
- itemsets
- high speed data streams
- stream data
- transactional data
- video surveillance
- video event detection
- activity recognition
- event recognition
- periodic patterns
- detecting outliers
- continuous queries
- stream processing
- incoming data
- video analysis
- concept drift
- heavy hitters
- composite events
- data sets
- semantic event detection
- mining of frequent itemsets
- text mining
- data mining
- pattern mining
- sports video
- frequent patterns
- knowledge discovery
- scan statistic
- stream clustering
- machine learning