A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications.
Tobias ScheckAna Pérez GrassiGangolf HirtzPublished in: CoRR (2020)
Keyphrases
- incremental learning
- semi supervised
- assisted living
- feature space
- smart home
- semi supervised learning
- cellular neural networks
- labeled data
- unlabeled data
- supervised learning
- kernel function
- fuzzy artmap
- pairwise
- high dimensional
- active learning
- metric learning
- incremental learning algorithm
- feature vectors
- feature selection
- training samples
- unlabeled samples
- input space
- dimensionality reduction
- feature extraction
- low dimensional
- remote monitoring
- computer vision
- support vector machine
- hardware and software
- data points
- training set
- batch mode
- principal component analysis
- neural network
- machine learning
- batch learning
- e learning
- fuzzy logic
- text categorization
- computational intelligence
- low cost
- data sets