Improving Transfer Learning Performance: An Application in the Classification of Remote Sensing Data.
Gabriel Lins TenórioCristian E. Muñoz VillalobosLeonardo A. Forero MendozaEduardo Costa da SilvaWouter CaarlsPublished in: ICAART (2) (2019)
Keyphrases
- transfer learning
- remote sensing data
- text classification
- machine learning
- knowledge transfer
- labeled data
- remote sensing
- cross domain learning
- machine learning algorithms
- reinforcement learning
- learning tasks
- pattern recognition
- decision trees
- transfer knowledge
- remotely sensed data
- multispectral
- land cover
- text categorization
- feature space
- image classification
- feature selection
- supervised learning
- image processing
- active learning
- cross domain
- domain adaptation
- remote sensing images
- learning algorithm
- high quality
- labeled and unlabeled data
- training set
- multi task
- image data
- support vector machine
- infrared
- collaborative filtering