A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications.
Tobias ScheckAna Pérez GrassiGangolf HirtzPublished in: VISIGRAPP (5: VISAPP) (2020)
Keyphrases
- incremental learning
- semi supervised
- assisted living
- feature space
- smart home
- semi supervised learning
- supervised learning
- cellular neural networks
- pairwise
- feature vectors
- labeled data
- high dimensional
- active learning
- metric learning
- incremental learning algorithm
- fuzzy artmap
- unlabeled samples
- training samples
- batch mode
- training set
- feature set
- remote monitoring
- unlabeled data
- kernel function
- principal component analysis
- data points
- information systems
- input space
- dimensionality reduction
- hyperplane
- low dimensional
- feature extraction
- computer systems
- support vector machine
- control system
- multimedia
- feature selection
- activity recognition
- training data
- neural network