Optimizing Support Vector Machine with Genetic Algorithm for Capacitive Sensing-Based Locomotion Mode Recognition.
Yi SongYating ZhuEnhao ZhengFei TaoQining WangPublished in: IAS (2014)
Keyphrases
- genetic algorithm
- support vector machine
- recognition rate
- object recognition
- pattern recognition
- recognition accuracy
- recognition process
- sensor networks
- multi class
- handwritten characters
- image recognition
- recognition algorithm
- fitness function
- automatic recognition
- neural network
- multi objective
- evolutionary algorithm
- kernel methods
- feature vectors
- genetic programming
- particle swarm optimization
- mobile robot
- gait recognition
- svm classifier
- genetic algorithm ga
- activity recognition
- training set
- optimal parameters
- visual recognition
- binary decision tree
- decision boundary
- character recognition
- ant colony optimization
- tabu search
- action recognition
- support vector machine svm
- k nearest neighbor
- fuzzy logic