Approximate Clustering of Time Series Using Compact Model-Based Descriptions.
Hans-Peter KriegelPeer KrögerAlexey PryakhinMatthias RenzAndrew ZherdinPublished in: DASFAA (2008)
Keyphrases
- clustering algorithm
- data mining tasks
- clustering method
- streaming time series
- k means
- high dimensional data
- graph theoretic
- data clustering
- dynamic time warping
- high level
- multivariate time series data
- qualitative description
- subspace clustering
- categorical data
- hierarchical clustering
- document clustering
- spectral clustering
- cluster analysis
- incremental clustering
- data driven
- similarity function
- distance metric
- outlier detection
- multivariate time series
- semantic description
- nearest neighbor
- data points
- chronic hepatitis