Approximate Clustering of Time-Series Datasets using k-Modes Partitioning.
Saeed Reza AghabozorgiYing Wah TehPublished in: J. Inf. Sci. Eng. (2015)
Keyphrases
- data mining tasks
- streaming time series
- clustering algorithm
- clustering method
- clustering scheme
- distance computation
- high dimensional datasets
- dynamic time warping
- synthetic datasets
- clustering approaches
- k means
- synthetic and real datasets
- graph partitioning
- partitioning algorithm
- data mining algorithms
- chronic hepatitis
- data mining
- categorical data
- hierarchical clustering
- high dimensional data
- subspace clustering
- information theoretic
- self organizing maps
- similarity search
- multivariate time series
- dimensionality reduction
- nearest neighbor
- semi supervised
- data points
- similarity measure
- simultaneous clustering
- database
- synthetic and real life datasets