Gaits classification of normal vs. patients by wireless gait sensor and Support Vector Machine (SVM) classifier.
Taro NakanoBhargava Teja NukalaSteven ZupancicAmanda RodriguezDonald Y. C. LieJerry LopezTam Q. NguyenPublished in: ICIS (2016)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector
- image classification
- svm classification
- feature vectors
- wearable sensors
- multi class
- training set
- decision boundary
- generalization ability
- support vectors
- machine learning
- gait recognition
- training data
- feature selection
- kernel function
- linear discriminant classifier
- kernel methods
- classification method
- classification algorithm
- k nearest neighbor
- fold cross validation
- decision function
- human gait
- standard svm
- feature space
- hyperplane
- legged robots
- neural network
- health monitoring
- radial basis function
- gait analysis
- principle component analysis
- semi supervised
- binary classifiers
- selected features
- linear classifiers
- support vector machine classifier
- classification accuracy
- data mining