Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data.
Georg SteinbussKlemens BöhmPublished in: CoRR (2020)
Keyphrases
- synthetic data
- outlier detection
- real world
- fraud detection
- density estimation
- detection algorithm
- density ratio estimation
- data streams
- real life
- supervised learning
- data sets
- detecting outliers
- knowledge discovery
- credit card fraud detection
- mri data
- semi supervised
- detect outliers
- change point detection
- real image data
- high dimensional datasets
- density based clustering
- synthetic datasets
- unsupervised learning
- outlier mining
- distance based outlier detection
- data mining
- training data
- least squares