Activity recognition in a smart home using local feature weighting and variants of nearest-neighbors classifiers.
Labiba Gillani FahadSyed Fahad TahirPublished in: J. Ambient Intell. Humaniz. Comput. (2021)
Keyphrases
- activity recognition
- feature weighting
- smart home
- nearest neighbor
- feature selection
- multiple features
- text categorization
- training set
- smart home environment
- k nearest neighbor
- human activities
- text classification
- activities of daily living
- training data
- action recognition
- knn
- smart environments
- data points
- older adults
- daily activities
- tf idf
- decision trees
- transfer learning
- home environment
- ambient assisted living
- data mining
- active learning
- feature set
- relevance feedback
- support vector machine
- computer vision
- learning process
- denoising
- home environments