Clustering of Time Series Regarding Their Over-Time Stability.
Gerhard KlassenMartha TatuschStefan ConradPublished in: SSCI (2020)
Keyphrases
- clustering method
- k means
- clustering algorithm
- data mining tasks
- non stationary
- streaming time series
- multivariate time series
- categorical data
- self organizing maps
- high dimensional data
- clustering quality
- dynamic time warping
- stability analysis
- document clustering
- distance metric
- multivariate time series data
- high dimension space
- neural network
- hierarchical clustering
- anomaly detection
- unsupervised learning
- text mining
- learning algorithm