ChronoClust: Density-based clustering and cluster tracking in high-dimensional time-series data.
Givanna H. PutriMark N. ReadIrena KoprinskaDeeksha SinghUwe RöhmThomas M. AshhurstNicholas J. C. KingPublished in: Knowl. Based Syst. (2019)
Keyphrases
- density based clustering
- high dimensional
- clustering algorithm
- arbitrary shape
- data points
- high efficiency
- clustering framework
- outlier detection
- similarity search
- categorical data
- low dimensional
- high dimensional data
- density based clustering algorithm
- distributed data mining
- feature space
- high dimensional datasets
- clusters of arbitrary shapes
- cluster analysis
- high dimensionality
- multi dimensional
- dimensionality reduction
- data sets
- nearest neighbor
- distributed environment
- hierarchical clustering
- data warehousing
- high dimensional spaces
- detection algorithm
- image sequences