Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids.
Sutharshan RajasegararJames C. BezdekMasud MoshtaghiChristopher LeckieTimothy C. HavensMarimuthu PalaniswamiPublished in: IJCNN (2012)
Keyphrases
- anomaly detection
- higher dimensional
- intrusion detection
- anomalous behavior
- network intrusion detection
- network traffic
- novelty detection
- detecting anomalies
- euclidean space
- distance transform
- unsupervised learning
- low dimensional
- high dimensional
- network anomaly detection
- intrusion detection system
- one class support vector machines
- self organizing maps
- clustering algorithm
- negative selection algorithm
- finite number
- k means
- neural network
- multiresolution
- feature space
- data analysis
- multiscale
- cumulative sum