Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity Recognition.
Sidra AbbasGabriel Avelino R. SampedroShtwai AlsubaiStephen OjoAhmad S. AlmadhorAbdullah Al HejailiLubomira StrazovskaPublished in: IEEE Access (2024)
Keyphrases
- activity recognition
- fine grained
- deep learning
- smart home
- daily activities
- activities of daily living
- coarse grained
- human activity recognition
- smart home environment
- human activities
- action recognition
- access control
- accelerometer data
- unsupervised learning
- weakly supervised
- transfer learning
- machine learning
- ambient assisted living
- smart environments
- feature extraction
- mental models
- graphical models
- learning algorithm