Optimal Window-Symbolic Time Series Analysis for Pattern Classification and Anomaly Detection.
Ibrahim F. Jasim GhalyanNajah F. GhalyanAsok RayPublished in: IEEE Trans. Ind. Informatics (2022)
Keyphrases
- anomaly detection
- pattern classification
- intrusion detection
- connectionist systems
- detecting anomalies
- anomalous behavior
- pattern recognition
- network traffic
- network intrusion detection
- feature extraction
- network anomaly detection
- detecting anomalous
- nearest neighbor rule
- intrusion detection system
- network security
- one class support vector machines
- cumulative sum
- negative selection algorithm
- unsupervised anomaly detection
- detect anomalies
- pattern classification problems
- malware detection
- unsupervised learning
- nearest neighbor
- behavior analysis
- probabilistic model