ClusPath: a temporal-driven clustering to infer typical evolution paths.
Marian-Andrei RizoiuJulien VelcinStéphane BonnevayStéphane LallichPublished in: Data Min. Knowl. Discov. (2016)
Keyphrases
- temporal evolution
- clustering algorithm
- clustering method
- temporal behavior
- k means
- data clustering
- spatial and temporal
- unsupervised learning
- data driven
- space time
- data points
- real world
- nonnegative matrix factorization
- temporal databases
- temporal patterns
- hierarchical clustering
- spectral clustering
- self organizing maps
- cluster analysis
- temporal information
- databases
- information theoretic
- categorical data
- distance metric
- learning algorithm
- temporal dimension
- temporal segmentation
- shortest path