Coupled Support Vector Machines for Supervised Domain Adaptation.
Hemanth VenkateswaraPrasanth LadeJieping YeSethuraman PanchanathanPublished in: ACM Multimedia (2015)
Keyphrases
- domain adaptation
- support vector
- semi supervised
- labeled data
- semi supervised learning
- feature selection
- cross domain
- multiple sources
- supervised learning
- learning algorithm
- unlabeled data
- transfer learning
- sentiment classification
- machine learning
- kernel function
- unsupervised learning
- classification accuracy
- kernel methods
- active learning
- co training
- support vector machine
- cross validation
- test data
- document classification
- pairwise
- databases
- manifold alignment
- general purpose
- information extraction
- feature vectors