Machine-learning models for activity class prediction: A comparative study of feature selection and classification algorithms
Author:
Funder
Finnish Ministry of Education and Culture
Horizon 2020 Marie Skłodowska-Curie Actions
Publisher
Elsevier BV
Subject
Rehabilitation,Orthopedics and Sports Medicine,Biophysics
Reference56 articles.
1. Calibration and validation of wearable monitors;Bassett;Med. Sci. Sports Exerc.,2012
2. Calibration and validation of accelerometer-based activity monitors: a systematic review of machine-learning approaches;Farrahi;Gait Posture,2019
3. Hip and wrist accelerometer algorithms for free-living behavior classification;Ellis;Med. Sci. Sports Exerc.,2016
4. Assessing physical activity using wearable monitors: measures of physical activity;Butte;Med. Sci. Sport. Exerc.,2012
5. Calibration of raw accelerometer data to measure physical activity: a systematic review;de Almeida Mendes;Gait Posture,2018
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