An Adaptive Density-Based Time Series Clustering Algorithm: A Case Study on Rainfall Patterns.
Xiaomi WangYaolin LiuYiyun ChenYi LiuPublished in: ISPRS Int. J. Geo Inf. (2016)
Keyphrases
- clustering algorithm
- clustering method
- density based clustering
- abnormal patterns
- surprising patterns
- subspace clustering
- arbitrary shape
- k means
- multivariate time series data
- temporal patterns
- data clustering
- multivariate time series
- dynamic time warping
- recurring patterns
- cluster analysis
- spatial clustering
- test bed
- stock data
- fuzzy c means
- document clustering
- case study
- chronic hepatitis
- weather forecasting
- pattern extraction
- periodic patterns
- data mining tasks
- autoregressive
- fuzzy clustering
- spectral clustering
- frequent patterns