Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces.
Giovanna Carreira MarinhoWilson Estécio Marcílio JúniorMaurício Araújo DiasDanilo Medeiros ElerRogério Galante NegriWallace CasacaPublished in: Remote. Sens. (2023)
Keyphrases
- anomaly detection
- dimensionality reduction
- unsupervised learning
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- principal component analysis
- detecting anomalous
- network traffic
- feature extraction
- computer security
- high dimensional
- detect anomalies
- pattern recognition
- low dimensional
- feature space
- one class support vector machines
- network anomaly detection
- negative selection algorithm
- unsupervised anomaly detection
- network security
- cumulative sum
- intrusion detection system
- data points
- association rules
- malware detection
- feature selection