Implementation of a smartphone as a wireless gyroscope platform for quantifying reduced arm swing in hemiplegie gait with machine learning classification by multilayer perceptron neural network.
Robert LeMoyneTimothy MastroianniPublished in: EMBC (2016)
Keyphrases
- machine learning
- multilayer perceptron neural network
- supervised machine learning
- pattern recognition
- decision trees
- text classification
- machine learning methods
- supervised learning
- feature selection
- mobile devices
- classification accuracy
- machine learning algorithms
- support vector machine
- support vector
- mobile applications
- computer vision
- machine learning approaches
- back propagation
- learning algorithm
- feature vectors
- model selection
- feature extraction
- supervised classification
- computing platform
- platform independent
- gender classification
- data mining
- wireless communication
- pattern classification
- support vector machine svm
- artificial intelligence