Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data.
Dheeraj KumarJames C. BezdekSutharshan RajasegararMarimuthu PalaniswamiChristopher LeckieJeffrey ChanJayavardhana GubbiPublished in: ACM Trans. Knowl. Discov. Data (2016)
Keyphrases
- streaming data
- anomaly detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- intrusion detection system
- network traffic
- evolving data streams
- network anomaly detection
- concept drift
- machine learning
- one class support vector machines
- network security
- data streams
- clustering algorithm
- negative selection algorithm
- data analysis
- detect anomalies
- neural network
- data distribution
- sliding window
- unsupervised learning
- knowledge discovery
- computer vision