YADING: Fast Clustering of Large-Scale Time Series Data.
Rui DingQiang WangYingnong DangQiang FuHaidong ZhangDongmei ZhangPublished in: Proc. VLDB Endow. (2015)
Keyphrases
- clustering algorithm
- clustering method
- cluster analysis
- anomaly detection
- streaming time series
- fuzzy clustering
- data clustering
- information theoretic
- data points
- k means
- real world
- unsupervised learning
- multivariate time series
- unsupervised clustering
- categorical data
- small scale
- hierarchical clustering
- search engine
- data streams
- document clustering
- synthetic datasets
- graph theoretic
- high dimensional
- real life
- financial time series
- high dimensional data