Transfer learning for multi-center classification of chronic obstructive pulmonary disease.
Veronika CheplyginaIsabel Pino PeñaJesper Johannes Holst PedersenDavid A. LynchLauge SørensenMarleen de BruijnePublished in: CoRR (2017)
Keyphrases
- transfer learning
- text classification
- machine learning
- cross domain learning
- labeled data
- machine learning algorithms
- learning tasks
- knowledge transfer
- cross domain text classification
- pattern recognition
- cross domain
- support vector machine
- reinforcement learning
- active learning
- supervised learning
- support vector
- feature extraction
- feature vectors
- class labels
- collaborative filtering
- domain adaptation
- text categorization
- manifold alignment
- text mining
- data mining
- information retrieval
- image processing
- decision trees
- learning algorithm
- transfer knowledge
- labeled and unlabeled data
- feature selection
- target domain
- unlabeled data
- multi task
- feature space
- training set
- image analysis
- data sets
- semi supervised learning
- training samples