Enabling IoT for In-Home Rehabilitation: Accelerometer Signals Classification Methods for Activity and Movement Recognition.
Igor BisioAlessandro DelfinoFabio LavagettoAndrea SciarronePublished in: IEEE Internet Things J. (2017)
Keyphrases
- robust classification
- pattern recognition
- machine learning methods
- handwritten digits
- classification method
- feature extraction
- benchmark data sets
- object classification
- cross validation
- daily activities
- classification systems
- benchmark datasets
- preprocessing
- supervised learning
- classification accuracy
- feature selection
- decision trees
- automatic recognition
- human activities
- activity recognition
- machine learning
- support vector machine svm
- signal processing
- recognition rate
- smart home
- significant improvement
- training set
- classification algorithm
- image classification
- high recognition rate
- feature extraction and classification