Identifying Individuals Who Currently Report Feelings of Anxiety Using Walking Gait and Quiet Balance: An Exploratory Study Using Machine Learning.
Maggie StarkHaikun HuangLap-Fai YuRebecca MartinRyan McCarthyEmily LockeChelsea YagerAhmed Ali ToradAhmed Mahmoud KadryMostafa Ali ElwanMatthew Lee SmithDylan BradleyAli BoolaniPublished in: Sensors (2022)
Keyphrases
- machine learning
- human gait
- biped robot
- gait patterns
- human walking
- limit cycle
- gait analysis
- legged robots
- human body
- learning systems
- walking speed
- knowledge acquisition
- statistically significant
- decision trees
- machine learning methods
- machine learning algorithms
- learning algorithm
- data mining
- pattern recognition
- knowledge representation
- gait recognition
- biologically inspired
- computer vision
- inductive learning
- computer science
- reinforcement learning
- feature selection
- artificial intelligence
- text mining
- information extraction
- natural language processing
- gait features
- literature review
- explanation based learning
- machine learning approaches
- human motion
- supervised learning
- data analysis