A Positive and Unlabeled Learning Algorithm for One-Class Classification of Remote-Sensing Data.
Wenkai LiQinghua GuoCharles ElkanPublished in: IEEE Trans. Geosci. Remote. Sens. (2011)
Keyphrases
- remote sensing data
- learning algorithm
- unlabeled data
- remote sensing
- multispectral
- active learning
- training data
- labeled data
- supervised learning
- training examples
- semi supervised learning
- remote sensing images
- training samples
- land cover classification
- positive and negative
- unsupervised learning
- earth observation
- hyperspectral
- land cover
- machine learning
- positive and unlabeled examples
- hyperspectral images
- high resolution
- reinforcement learning
- image analysis
- semi supervised
- learning process
- training set
- remotely sensed data
- positive data
- generalization error
- data points
- supervised classification
- satellite images
- high quality
- change detection
- image processing
- neural network
- class labels