Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data.
Benjamin MaschlerTim KnodelMichael WeyrichPublished in: ETFA (2021)
Keyphrases
- anomaly detection
- transfer learning
- intrusion detection
- learning tasks
- knowledge transfer
- network intrusion detection
- reinforcement learning
- detecting anomalies
- network traffic
- detect anomalies
- labeled data
- anomalous behavior
- semi supervised learning
- network anomaly detection
- intrusion detection system
- one class support vector machines
- learning algorithm
- cross domain
- text classification
- machine learning algorithms
- active learning
- machine learning
- transfer knowledge
- activity recognition
- text categorization
- text mining
- multi task
- collaborative filtering
- pattern recognition
- databases
- real world
- computer vision
- target domain
- image segmentation
- unsupervised learning
- model selection
- unlabeled data
- k nearest neighbor