A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data - Fatima, Rimsha; Khan, Muhammad Hassan; Nisar, Muhammad Adeel; Doniec, Rafał; Farid, Muhammad Shahid; Grzegorzek, Marcin (Sensors (Basel, Switzerland), 2023)
Keywords: Algorithms; Biomechanics; classification; Data mining; Datasets; Deep learning; feature encoding; Gait; Gait Analysis; human activity recognition; Human mechanics; Humans; Kinetics; Kurtosis; Locomotion; Machine learning; Methods; Neural networks; Sensors; Skewness; Smartphones; Time series; time series sensory data; Walking; New Jersey; Germany; feature encoding; classification; human activity recognition; gait analysis; time series sensory data