Time Series Analysis: Unsupervised Anomaly Detection Beyond Outlier Detection.
Max LandauerMarkus WurzenbergerFlorian SkopikGiuseppe SettanniPeter FilzmoserPublished in: ISPEC (2018)
Keyphrases
- outlier detection
- unsupervised anomaly detection
- anomaly detection
- semi supervised
- intrusion detection
- pattern mining
- detection algorithm
- fraud detection
- knowledge discovery
- data mining
- data streams
- high dimensional datasets
- credit card fraud detection
- detect outliers
- density ratio estimation
- detecting outliers
- change point detection
- unsupervised learning
- density estimation
- semi supervised learning
- similarity measure
- active learning
- data analysis
- spatial outliers