Frame potential minimization for clustering short time series.
Tobias SpringerKatja IckstadtJoachim StöcklerPublished in: Adv. Data Anal. Classif. (2011)
Keyphrases
- clustering method
- clustering algorithm
- k means
- streaming time series
- data mining tasks
- cluster analysis
- multivariate time series
- non stationary
- multivariate time series data
- data sets
- distance metric
- data clustering
- unsupervised learning
- objective function
- similarity measure
- neural network
- self organizing maps
- high dimensional data
- document clustering
- fuzzy clustering
- frame rate
- autoregressive
- graph theoretic
- incremental clustering