Clustering time series under the Fréchet distance.
Anne DriemelAmer KrivosijaChristian SohlerPublished in: SODA (2016)
Keyphrases
- clustering algorithm
- clustering method
- distance metric
- data mining tasks
- k means
- dissimilarity measure
- multivariate time series data
- hierarchical clustering
- streaming time series
- cluster analysis
- non stationary
- unsupervised learning
- outlier detection
- data points
- multivariate time series
- data clustering
- categorical data
- fuzzy clustering
- affinity measure
- information theoretic
- euclidean distance
- self organizing maps
- distance function
- spectral clustering
- similarity function
- data objects
- neural network
- dynamic time warping
- graph theoretic
- multi variate
- website
- web pages