CatSight, a direct path to proper multi-variate time series change detection: perceiving a concept drift through common spatial pattern.
Arantzazu FlorezItsaso Rodríguez-MorenoArkaitz ArtetxeIgor García OlaizolaBasilio SierraPublished in: Int. J. Mach. Learn. Cybern. (2023)
Keyphrases
- concept drift
- change detection
- multi variate
- spatial patterns
- high dimensional datasets
- data streams
- remote sensing
- remote sensing images
- streaming data
- gaussian distribution
- spatio temporal
- high dimensional
- data stream mining
- image registration
- gene expression
- high dimensional spaces
- gamma distributions
- stream mining
- data sets
- pattern discovery
- non stationary
- image analysis
- spatial distribution
- text classification
- knowledge discovery
- data analysis
- video sequences
- data mining
- neural network