Unleashing the Potential of Unsupervised Deep Outlier Detection through Automated Training Stopping.
Yihong HuangYuang ZhangLiping WangXuemin LinPublished in: CoRR (2023)
Keyphrases
- outlier detection
- deep architectures
- knowledge discovery
- fraud detection
- supervised learning
- detection algorithm
- data streams
- data mining
- detecting outliers
- credit card fraud detection
- density ratio estimation
- unsupervised learning
- distance based outlier detection
- detect outliers
- density estimation
- high dimensional datasets
- training set
- semi supervised
- training examples
- database
- training samples
- semi supervised learning
- model selection
- outlier mining
- data sets