Generalized k-means-based clustering for temporal data under weighted and kernel time warp.
Saeid Soheily-KhahAhlame Douzal ChouakriaÉric GaussierPublished in: Pattern Recognit. Lett. (2016)
Keyphrases
- temporal data
- k means
- clustering algorithm
- clustering method
- temporal databases
- data clustering
- spectral clustering
- temporal information
- kernel based clustering
- cluster analysis
- hierarchical clustering
- temporal data mining
- cluster centers
- rough k means
- spatial data
- data streams
- fuzzy k means
- hidden markov random fields
- temporal patterns
- self organizing maps
- normalized cut
- document clustering
- databases
- clustering approaches
- multivariate time series
- cluster ensemble
- temporal relationships
- temporal queries
- data points
- multivariate time series data
- squared euclidean distance
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