Toward an efficient fuzziness based instance selection methodology for intrusion detection system.
Rana Aamir Raza AshfaqYu-Lin HeDe-gang ChenPublished in: Int. J. Mach. Learn. Cybern. (2017)
Keyphrases
- intrusion detection system
- instance selection
- intrusion detection
- distributed intrusion detection
- anomaly detection
- nearest neighbor
- text classification
- feature and instance selection
- multiple instance learning
- data reduction
- multi class
- computer systems
- classification accuracy
- supervised learning
- semi supervised learning
- fuzzy logic
- concept drift
- feature selection
- data mining techniques
- data sets
- support vector machine
- labeled data
- evaluation criteria
- data streams
- pattern recognition
- knowledge discovery and data mining
- support vector
- normal behavior
- neural network