Multivariate Time-Series Anomaly Detection with Temporal Self-supervision and Graphs: Application to Vehicle Failure Prediction.
Hadi HojjatiMohammadreza SadeghiNarges ArmanfardPublished in: ECML/PKDD (7) (2023)
Keyphrases
- anomaly detection
- multivariate time series
- failure prediction
- intrusion detection
- anomalous behavior
- network traffic
- temporal data
- network intrusion detection
- intrusion detection system
- multivariate time series data
- detecting anomalies
- temporal information
- unsupervised learning
- detect anomalies
- temporal patterns
- machine learning
- neural network
- temporal constraints
- temporal reasoning
- one class support vector machines