Using deep data augmentation training to address software and hardware heterogeneities in wearable and smartphone sensing devices.
Akhil MathurTianlin ZhangSourav BhattacharyaPetar VelickovicLeonid JoffeNicholas D. LaneFahim KawsarPietro LiòPublished in: IPSN (2018)
Keyphrases
- data sets
- database
- training data
- synthetic data
- data collection
- sensing devices
- data analysis
- data points
- raw data
- image data
- small number
- input data
- data processing
- computer systems
- statistical analysis
- high quality
- database systems
- xml documents
- data quality
- data distribution
- experimental data
- training examples
- labeled data
- data mining techniques
- sensor networks
- probability distribution
- end users