Improving Clinical Predictions through Unsupervised Time Series Representation Learning.
Xinrui LyuMatthias HüserStephanie L. HylandGeorge ZerveasGunnar RätschPublished in: CoRR (2018)
Keyphrases
- learning algorithm
- feature hierarchies
- learning process
- supervised learning
- unsupervised learning
- knowledge acquisition
- learning problems
- reinforcement learning
- deep architectures
- weakly supervised
- dynamic bayesian networks
- learning analytics
- mobile learning
- information systems
- medical data
- learning scheme
- symbolic representation
- learning systems
- prior knowledge
- unsupervised manner
- information bottleneck
- data sets