Efficient Hierarchical Clustering for Classification and Anomaly Detection.
Ishita DoshiSreekalyan SajjallaJayesh ChoudhariRushi BhattAnirban DasguptaPublished in: CoRR (2020)
Keyphrases
- anomaly detection
- hierarchical clustering
- intrusion detection
- anomalous behavior
- unsupervised learning
- clustering method
- network traffic
- detecting anomalies
- detecting anomalous
- network intrusion detection
- clustering analysis
- model selection
- pattern recognition
- network anomaly detection
- partitional clustering
- one class support vector machines
- feature selection
- clustering algorithm
- intrusion detection system
- detect anomalies
- feature extraction
- data mining
- network security
- machine learning
- negative selection algorithm
- k means
- feature vectors
- data sets
- cumulative sum
- single linkage
- connectionist systems
- hierarchical clustering algorithm
- cluster ensemble
- activity recognition
- supervised learning
- information extraction
- training set
- face recognition
- learning algorithm