Change detection in data streams through unsupervised learning.
Guénaël CabanesYounès BennaniPublished in: IJCNN (2012)
Keyphrases
- change detection
- data streams
- unsupervised learning
- concept drift
- remote sensing images
- sliding window
- supervised learning
- stream mining
- satellite imagery
- data sets
- land cover change
- machine learning
- remotely sensed images
- satellite images
- streaming data
- remote sensing imagery
- shot change detection
- semi supervised
- stream data
- data stream mining
- remotely sensed
- supervised classification
- text classification
- dimensionality reduction
- object recognition
- expectation maximization
- land cover
- data distribution
- high dimensional data streams
- feature selection
- gamma distributions
- multiresolution
- active learning