Factor analysis of mixed data for anomaly detection.
Matthew DavidowDavid S. MattesonPublished in: Stat. Anal. Data Min. (2022)
Keyphrases
- factor analysis
- anomaly detection
- mixed data
- data sets
- data compression
- intrusion detection
- independent component analysis
- knn
- cluster analysis
- clustering algorithm
- anomalous behavior
- similarity function
- detecting anomalies
- network intrusion detection
- one class support vector machines
- discriminant analysis
- correlation analysis
- network traffic
- network anomaly detection
- matrix factorization
- statistical tests
- unsupervised learning
- intrusion detection system
- tensor analysis
- negative selection algorithm
- training data
- signal processing
- principal component analysis
- nearest neighbor
- real world