Large-Scale Image Classification Using Active Learning.
Naif AlajlanEdoardo PasolliFarid MelganiAndrea FranzosoPublished in: IEEE Geosci. Remote. Sens. Lett. (2014)
Keyphrases
- active learning
- learning algorithm
- selective sampling
- supervised learning
- random sampling
- learning strategies
- semi supervised
- training examples
- pool based active learning
- labeled data
- machine learning
- active learning strategies
- sample selection
- unlabeled data
- cost sensitive
- transfer learning
- semi supervised learning
- databases
- class distribution
- class imbalance
- learning process
- imbalanced data classification