Heart Rate Estimation from Noisy PPGs Using 1D/2D Conversion and Transfer Learning.
Emil DarkUmer SaleemArttu LämsäConstantino Álvarez CasadoMiguel Bordallo LópezPublished in: UbiComp/ISWC Adjunct (2022)
Keyphrases
- transfer learning
- heart rate
- learning tasks
- blood pressure
- knowledge transfer
- labeled data
- reinforcement learning
- cross domain
- machine learning
- active learning
- domain adaptation
- physiological signals
- heart rate variability
- transfer knowledge
- semi supervised learning
- multi task
- manifold alignment
- text classification
- physical activity
- text categorization
- target domain
- vital signs
- learning algorithm
- ecg signals
- machine learning algorithms
- unlabeled data
- transferring knowledge
- labeled examples
- activity recognition
- parameter estimation
- semi supervised
- high dimensional
- neural network
- class labels
- collaborative filtering
- feature selection
- data sets