Clustering Time Series Utilizing a Dimension Hierarchical Decomposition Approach.
Qiuhong LiPeng WangYang WangWei WangYimin LiuJiaye WuDanyang DouPublished in: DASFAA (1) (2017)
Keyphrases
- hierarchical decomposition
- hierarchical organization
- clustering algorithm
- streaming time series
- k means
- multivariate time series
- clustering method
- data mining tasks
- dynamic time warping
- fuzzy clustering
- multivariate time series data
- hierarchical clustering
- spectral clustering
- data clustering
- self organizing maps
- unsupervised learning
- document clustering
- data sets
- cluster analysis
- distance metric
- high dimensional data
- categorical data
- non stationary
- dimensional data
- anomaly detection
- data points
- incremental clustering
- artificial neural networks