Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease.
Veronika CheplyginaIsabel Pino PeñaJesper Holst PedersenDavid A. LynchLauge SørensenMarleen de BruijnePublished in: IEEE J. Biomed. Health Informatics (2018)
Keyphrases
- transfer learning
- text classification
- machine learning
- machine learning algorithms
- learning tasks
- knowledge transfer
- cross domain learning
- reinforcement learning
- cross domain text classification
- decision trees
- cross domain
- label information
- semi supervised learning
- labeled data
- unsupervised learning
- manifold alignment
- supervised learning
- active learning
- transfer knowledge
- text mining
- pattern recognition
- training set
- feature extraction
- support vector
- learning algorithm
- multi task learning
- target domain
- chronic obstructive pulmonary disease
- feature selection
- class labels
- text categorization
- model selection
- collaborative filtering
- information extraction
- support vector machine
- knowledge discovery
- neural network