Anomaly Detection of Single Sensors Using OCSVM_KNN.
Jing SuYing LongXiaofeng QiuShufang LiDaowei LiuPublished in: BigCom (2015)
Keyphrases
- one class support vector machines
- anomaly detection
- knn
- k nearest neighbor
- nearest neighbor
- support vector machine
- intrusion detection
- detecting anomalies
- network intrusion detection
- anomalous behavior
- knn algorithm
- network traffic
- k nearest neighbour
- text categorization
- distance function
- classification algorithm
- intrusion detection system
- network anomaly detection
- knn classification
- similarity search
- text classification
- feature selection
- data sets
- unsupervised learning
- model selection
- data mining
- negative selection algorithm
- neural network