A Regularization-Based Positive and Unlabeled Learning Algorithm for One-Class Classification of Remote Sensing Data.
Yan ZhangTianjiao YangChenguang ZhangPublished in: CSS (2020)
Keyphrases
- remote sensing data
- learning algorithm
- unlabeled data
- remote sensing
- active learning
- training data
- supervised learning
- multispectral
- labeled data
- training examples
- semi supervised learning
- positive and negative
- training samples
- remote sensing images
- unsupervised learning
- remotely sensed data
- machine learning
- land cover
- hyperspectral
- land cover classification
- reinforcement learning
- hyperspectral images
- learning problems
- data points
- earth observation
- generalization error
- feature space
- class labels
- training set
- learning process
- geographic information systems
- computer vision
- semi supervised
- positive and unlabeled examples