Active Learning Approaches for Deforested Area Classification.
Fernanda B. J. R. DallaquaFábio Augusto FariaAlvaro Luiz FazendaPublished in: SIBGRAPI (2018)
Keyphrases
- active learning
- classification accuracy
- selective sampling
- classification method
- supervised learning
- machine learning
- decision trees
- batch mode active learning
- support vector
- feature vectors
- machine learning algorithms
- image classification
- classification scheme
- automatic classification
- machine learning approaches
- support vector machine
- annotation effort
- pattern recognition
- rare class
- active learning strategies
- classification systems
- data sets
- hyperspectral image classification
- incremental learning
- classification rules
- machine learning methods
- text classification
- multi class
- pairwise
- feature extraction
- e learning