Temporal data mining using shape space representations of time series.
Erich FuchsThiemo GruberHelmuth PreeBernhard SickPublished in: Neurocomputing (2010)
Keyphrases
- temporal data mining
- shape space
- dynamic time warping
- temporal data
- shape analysis
- temporal patterns
- shape model
- shape representation
- geodesic distance
- statistical analysis
- knowledge discovery
- pattern discovery
- geometric properties
- statistical shape model
- shape variations
- data mining process
- similarity search
- shape descriptors
- multiscale
- nearest neighbor
- data structure
- preprocessing
- similarity measure
- temporal information
- vector space
- energy function
- distance measure