PerMl-Fed: enabling personalized multi-level federated learning within heterogenous IoT environments for activity recognition.
Chang ZhangTao ZhuHangxing WuHuansheng NingPublished in: Clust. Comput. (2024)
Keyphrases
- activity recognition
- learning algorithm
- human activity recognition
- activities of daily living
- learning process
- sensory data
- visual surveillance
- human activities
- prior knowledge
- decision trees
- smart home
- management system
- supervised learning
- daily life
- unsupervised learning
- transfer learning
- action recognition
- context aware
- data sets
- pairwise
- video sequences
- training data
- e learning
- data mining