STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery.
Lei ShiAryya GangopadhyayVandana P. JanejaPublished in: Knowl. Inf. Syst. (2015)
Keyphrases
- anomaly detection
- pattern discovery
- spatio temporal
- tensor analysis
- streaming data
- pattern mining
- intrusion detection
- association rule mining
- sequential patterns
- network intrusion detection
- data analysis
- high order
- anomalous behavior
- interesting patterns
- image sequences
- negative selection algorithm
- moving objects
- detecting anomalies
- recurring patterns
- data streams
- network traffic
- recursive partitioning
- data mining
- temporal patterns
- unsupervised learning
- detect anomalies
- detecting anomalous
- intrusion detection system
- one class support vector machines
- probabilistic model
- cumulative sum
- dimensionality reduction
- genetic algorithm
- data sets