Encoding Techniques on Multivariate Time Series Signals for Failure Prevention of Industrial Assets with Unsupervised Deep Anomaly Detection.
Fatih BayramMd Nur AminAleksandra MelkeRoland SchneiderRoman RadtkeAlexander JesserPublished in: ICPS (2023)
Keyphrases
- anomaly detection
- multivariate time series
- unsupervised anomaly detection
- unsupervised learning
- intrusion detection
- dimension reduction
- detecting anomalies
- temporal data
- network traffic
- network intrusion detection
- categorical data
- supervised learning
- anomalous behavior
- intrusion detection system
- neural network
- semi supervised
- autoregressive
- negative selection algorithm
- temporal patterns
- normal behavior
- dimensionality reduction
- face recognition