Optimal Parameter Selection Using Explainable AI for Time-Series Anomaly Detection.
Shimon SumitaHiroyuki NakagawaTatsuhiro TsuchiyaPublished in: PRIMA (2022)
Keyphrases
- anomaly detection
- parameter selection
- detect anomalies
- intrusion detection
- adaptive regularization
- network intrusion detection
- anomalous behavior
- network traffic
- detecting anomalies
- intrusion detection system
- network anomaly detection
- detecting anomalous
- unsupervised learning
- model selection
- machine learning
- one class support vector machines
- negative selection algorithm
- closed form
- least squares
- support vector
- feature selection
- computer vision
- data mining