Gait and Posture Analysis Method Based on Genetic Algorithm and Support Vector Machines with Acceleration Data.
Huan GouTengda ShiLei YanJiang XiaoPublished in: J. Robotics Mechatronics (2016)
Keyphrases
- synthetic data
- data analysis
- genetic algorithm
- data sets
- statistical analysis
- test data
- prior knowledge
- input data
- correlation analysis
- statistical methods
- database
- detection method
- prior information
- training samples
- missing data
- data structure
- gait analysis
- noisy data
- missing values
- training data
- data collection
- image data
- data points
- significant improvement
- high dimensional data
- similarity measure
- data acquisition
- clustering method
- association rules