Detection of Periodic Leg Movements by Machine Learning Methods Using Polysomnographic Parameters Other Than Leg Electromyography.
Ilhan UmutGüven ÇentikPublished in: Comput. Math. Methods Medicine (2016)
Keyphrases
- machine learning methods
- machine learning
- machine learning algorithms
- gait patterns
- machine learning approaches
- walking robot
- ensemble methods
- humanoid robot
- detection method
- biped robot
- gait recognition
- object detection
- neural network
- automatic detection
- parameter estimation
- detection algorithm
- detection rate
- parameter values
- statistical methods
- quadruped robot
- inverse dynamics
- learning algorithm
- disturbance rejection
- learned knowledge
- real world
- walking speed
- joint angles
- human identification
- inverse kinematics
- feedback loop
- bayesian methods
- anomaly detection
- control strategy