ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions.
Zheng LiYue ZhaoXiyang HuNicola BottaCezar IonescuGeorge H. ChenPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- outlier detection
- cumulative distribution functions
- distribution function
- density ratio estimation
- fraud detection
- knowledge discovery
- detection algorithm
- detecting outliers
- corneal endothelium
- density estimation
- machine learning
- unsupervised learning
- supervised learning
- semi supervised
- credit card fraud detection
- data streams
- data mining
- detect outliers
- distance based outlier detection
- databases
- information theoretic
- image sequences
- clustering algorithm
- real world