Empirical Comparison of Approaches for Mitigating Effects of Class Imbalances in Water Quality Anomaly Detection.
Eustace M. DogoNnamdi I. NwuluBhekisipho TwalaClinton Ohis AigbavboaPublished in: IEEE Access (2020)
Keyphrases
- anomaly detection
- water quality
- one class support vector machines
- intrusion detection
- network traffic
- network intrusion detection
- anomalous behavior
- detecting anomalies
- intrusion detection system
- network anomaly detection
- detect anomalies
- network security
- negative selection algorithm
- detecting anomalous
- water treatment
- data sets
- unsupervised anomaly detection
- computer security
- behavior analysis
- reinforcement learning
- decision trees
- computer vision
- neural network
- malware detection
- network intrusion
- grey relational analysis
- unsupervised learning
- misuse detection
- connectionist systems
- data mining
- cumulative sum