Multivariate Anomaly Detection based on Prediction Intervals Constructed using Deep Learning.
Thabang MathonsiTerence L. van ZylPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- deep learning
- prediction intervals
- regression model
- unsupervised learning
- intrusion detection
- confidence level
- linear regression model
- detecting anomalies
- anomalous behavior
- intrusion detection system
- travel time
- network intrusion detection
- one class support vector machines
- model selection
- weakly supervised
- machine learning
- mental models
- detect anomalies
- supervised learning
- computer vision
- feature selection
- feature extraction
- probability distribution
- object recognition
- pairwise
- video sequences