A Random Matrix-Based Approach for Dependency Detection from Data Streams.
Hillol KarguptaKrishnamoorthy SivakumarSamiran GhoshPublished in: DMKD (2002)
Keyphrases
- data streams
- change detection
- data sets
- sliding window
- automatic detection
- detection method
- detection accuracy
- detecting outliers
- false positives
- false alarms
- object detection
- detection rate
- database
- stream mining
- singular values
- stream processing
- stream data
- genetic algorithm
- streaming data
- matrix factorization
- learning algorithm
- event detection
- singular value decomposition
- decision trees
- covariance matrix
- outlier detection
- data structure
- object recognition
- non stationary