A MultiKernel Domain Adaptation Method for Unsupervised Transfer Learning on Cross-Source and Cross-Region Remote Sensing Data Classification.
Wei LiuRongjun QinPublished in: IEEE Trans. Geosci. Remote. Sens. (2020)
Keyphrases
- domain adaptation
- transfer learning
- cross domain text classification
- unsupervised learning
- remote sensing data
- target domain
- source domain
- test data
- machine learning
- support vector machine
- transfer knowledge
- cross domain
- multiple sources
- text classification
- semi supervised
- label information
- domain specific
- pairwise
- data sets
- semi supervised learning
- classification algorithm
- remote sensing
- labeled data
- model selection
- pattern recognition
- machine learning algorithms
- training samples
- learning tasks
- text mining
- natural language processing
- co training
- supervised learning
- similarity measure
- feature selection
- computer vision
- manifold alignment
- databases