Stream change detection via passive-aggressive classification and Bernoulli CUSUM.
David Martínez-RegoDiego Fernández-FrancosOscar Fontenla-RomeroAmparo Alonso-BetanzosPublished in: Inf. Sci. (2015)
Keyphrases
- change detection
- data streams
- remotely sensed
- remote sensing
- remote sensing images
- high dimensional data streams
- passive aggressive
- remotely sensed images
- satellite images
- pattern recognition
- support vector machine
- machine learning
- image registration
- classification algorithm
- support vector
- feature vectors
- feature selection
- cumulative sum
- concept drift
- text classification
- land cover
- image segmentation
- cost sensitive
- remotely sensed data
- high resolution
- computer simulation
- multi class
- active learning