Towards multimodal deep learning for activity recognition on mobile devices.
Valentin RaduNicholas D. LaneSourav BhattacharyaCecilia MascoloMahesh K. MarinaFahim KawsarPublished in: UbiComp Adjunct (2016)
Keyphrases
- activity recognition
- deep learning
- mobile devices
- human activity recognition
- unsupervised learning
- unsupervised feature learning
- context aware
- human activities
- action recognition
- machine learning
- smart home
- weakly supervised
- transfer learning
- activities of daily living
- text categorization
- accelerometer data
- video sequences