Applying Wavelet Packet Decomposition and One-Class Support Vector Machine on Vehicle Acceleration Traces for Road Anomaly Detection.
Fengyu CongHannu HautakangasJukka NieminenOleksiy MazhelisMikko PerttunenJukka RiekkiTapani RistaniemiPublished in: ISNN (1) (2013)
Keyphrases
- one class support vector machines
- anomaly detection
- wavelet packet decomposition
- intrusion detection
- image recognition
- frequency band
- detecting anomalies
- wavelet packet
- anomalous behavior
- network anomaly detection
- network traffic
- network intrusion detection
- wavelet transformation
- intrusion detection system
- traffic conditions
- support vector machine
- traffic data
- detect anomalies
- road network
- reinforcement learning
- normal behavior
- feature extraction
- decision trees
- feature selection
- data mining
- neural network