A Feature Selection and Classification Method for Activity Recognition Based on an Inertial Sensing Unit.
Shurui FanYating JiaCongyue JiaPublished in: Inf. (2019)
Keyphrases
- classification method
- activity recognition
- feature selection
- selected features
- text classification
- wearable sensors
- knn
- support vector machine
- k nearest neighbor
- human activity recognition
- human activities
- action recognition
- accelerometer data
- support vector machine svm
- text categorization
- sensory data
- machine learning
- classification algorithm
- feature selection algorithms
- behavior recognition
- sensor networks
- transfer learning
- activities of daily living
- smart home
- activity analysis
- classification accuracy
- daily activities
- feature space
- feature extraction
- pairwise
- model selection
- feature set
- computer vision
- information retrieval
- sensor fusion
- bayesian networks
- data analysis
- natural language processing