An ensemble approach to outlier detection using some conventional clustering algorithms.
Akash SahaAgneet ChatterjeeSoulib GhoshNeeraj KumarRam SarkarPublished in: Multim. Tools Appl. (2021)
Keyphrases
- outlier detection
- density based clustering
- clustering algorithm
- detect outliers
- fraud detection
- knowledge discovery
- density estimation
- credit card fraud detection
- data streams
- detection algorithm
- high dimensional datasets
- detecting outliers
- parameter free
- density ratio estimation
- stream clustering
- k means
- data clustering
- document clustering
- computer vision
- arbitrary shape
- fuzzy c means
- database
- cluster analysis
- clustering method
- data mining
- distance based outlier detection
- data sets