Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks.
Fernando AndreottiHuy PhanNavin CoorayChristine LoMichele T. M. HuMaarten De VosPublished in: EMBC (2018)
Keyphrases
- transfer learning
- sleep stage
- text classification
- learning tasks
- machine learning
- knowledge transfer
- convolutional neural networks
- cross domain learning
- machine learning algorithms
- cross domain
- sleep apnea
- cross domain text classification
- feature extraction
- decision trees
- labeled data
- active learning
- feature vectors
- collaborative filtering
- label information
- domain adaptation
- structure learning
- reinforcement learning
- multi task
- class labels
- text categorization
- transfer knowledge
- manifold alignment
- training set
- supervised learning
- previously learned
- transferring knowledge
- bayesian networks
- unlabeled data
- text mining
- feature selection
- data sets