Learning Generalizable Physiological Representations from Large-scale Wearable Data.
Dimitris SpathisIgnacio Perez-PozueloSøren BrageNicholas J. WarehamCecilia MascoloPublished in: CoRR (2020)
Keyphrases
- data sets
- data collection
- data structure
- database
- data processing
- data sources
- prior knowledge
- data analysis
- learning algorithm
- original data
- knowledge discovery
- computer systems
- spatial data
- background knowledge
- raw data
- synthetic data
- high dimensional data
- statistical analysis
- learned models
- knowledge acquisition
- supervised learning
- active learning
- high quality
- training data
- data mining techniques
- learning process
- sensor data
- feature space
- human experts
- reinforcement learning
- learning models