Transition Detection and Activity Classification from Wearable Sensors Using Singular Spectrum Analysis.
Delaram JarchiLouis AtallahGuang-Zhong YangPublished in: BSN (2012)
Keyphrases
- support vector
- feature extraction
- wearable sensors
- feature selection
- decision trees
- feature space
- data preprocessing
- human activities
- activity recognition
- text classification
- feature vectors
- singular spectrum analysis
- human activity recognition
- supervised learning
- real time
- artificial neural networks
- training set
- image sequences
- data sets
- support vector machine
- knowledge discovery
- support vector machine svm
- machine learning