Gradient-Based Multi-Objective Feature Selection for Gait Mode Recognition of Transfemoral Amputees.
Gholamreza KhademiHanieh MohammadiDan SimonPublished in: Sensors (2019)
Keyphrases
- multi objective
- feature selection
- gait recognition
- human recognition
- feature extraction
- human gait
- evolutionary algorithm
- multi objective optimization
- recognition rate
- optimization algorithm
- recognition algorithm
- recognition accuracy
- object recognition
- pattern recognition
- multiple objectives
- human identification
- gait analysis
- mutual information
- objective function
- feature set
- irrelevant features
- support vector
- action recognition
- person identification
- nsga ii
- multi objective optimization problems
- multi objective evolutionary
- text categorization
- machine learning
- genetic algorithm
- dimensionality reduction
- text classification
- particle swarm optimization
- activity recognition
- selected features
- multi objective evolutionary algorithms
- simulated annealing
- pareto optimal
- trade off
- feature space
- road signs
- face recognition
- gait features
- neural network