Evolving Fuzzy Rules for Anomaly Detection in Data Streams.
Masud MoshtaghiJames C. BezdekChristopher LeckieShanika KarunasekeraMarimuthu PalaniswamiPublished in: IEEE Trans. Fuzzy Syst. (2015)
Keyphrases
- anomaly detection
- fuzzy rules
- data streams
- streaming data
- connectionist systems
- high dimensional data streams
- rule base
- fuzzy classifier
- fuzzy logic
- intrusion detection
- membership functions
- fuzzy systems
- neuro fuzzy
- fuzzy sets
- anomalous behavior
- detecting anomalies
- network anomaly detection
- concept drift
- network traffic
- fuzzy model
- fuzzy if then rules
- network intrusion detection
- intrusion detection system
- data sets
- negative selection algorithm
- one class support vector machines
- fuzzy rule based systems
- fuzzy inference system
- computational intelligence
- unsupervised learning
- itemsets
- outlier detection
- maximum likelihood
- text classification
- hidden markov models
- artificial intelligence
- data mining