Federated Clustering and Semi-Supervised learning: A new partnership for personalized Human Activity Recognition.
Riccardo PresottoGabriele CivitareseClaudio BettiniPublished in: Pervasive Mob. Comput. (2023)
Keyphrases
- semi supervised learning
- human activity recognition
- unsupervised learning
- semi supervised
- activity recognition
- unlabeled data
- labeled data
- semi supervised clustering
- dirichlet process mixture models
- human activities
- supervised learning
- clustering algorithm
- k means
- training data
- co training
- graph construction
- manifold regularization
- label propagation
- machine learning
- transfer learning
- semi supervised classification
- clustering method
- text categorization
- active learning
- pairwise constraints
- semi supervised learning algorithms
- data points
- document clustering
- labeled and unlabeled data
- mixture model
- dimensionality reduction
- graph based semi supervised learning
- human computer interaction
- visual surveillance
- multi view
- e learning