Initialization of K-modes clustering using outlier detection techniques.
Feng JiangGuozhu LiuJunwei DuYuefei SuiPublished in: Inf. Sci. (2016)
Keyphrases
- outlier detection
- high dimensional datasets
- parameter free
- detection algorithm
- detecting outliers
- knowledge discovery
- density estimation
- data streams
- k means
- fraud detection
- density based clustering
- detect outliers
- credit card fraud detection
- data mining
- density ratio estimation
- high dimensional data
- change point detection
- distance based outlier detection
- data clustering
- clustering method
- data points
- clustering algorithm
- machine learning