Comparison of a Wearable Tracker with Actigraph for Classifying Physical Activity Intensity and Heart Rate in Children

by Seoungki Kang, Youngdeok Kim, Wonwoo Byun, JinSu Suk, Jung-Min Lee
Published 2019-07-01

Performance Analysis of Boosting Classifiers in Recognizing Activities of Daily Living

by Saifur Rahman, Muhammad Irfan, Mohsin Raza, Khawaja Moyeezullah Ghori, Shumayla Yaqoob, Muhammad Awais
Published 2020-02-01

Performance Evaluation of State of the Art Systems for Physical Activity Classification of Older Subjects Using Inertial Sensors in a Real Life Scenario: A Benchmark Study

by Muhammad Awais, Luca Palmerini, Alan K. Bourke, Espen A.F. Ihlen, Jorunn L. Helbostad, Lorenzo Chiari
Published 2016-12-01

A Machine Learning Approach to Perform Physical Activity Classification Using a Sensorized Crutch Tip

by Asier Brull Mesanza, Sergio Lucas, Asier Zubizarreta, Itziar Cabanes, Eva Portillo, Ana Rodriguez-Larrad
Published 2020-01-01

Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification

by Muhammad Awais, Lorenzo Chiari, Espen A. F. Ihlen, Jorunn L. Helbostad, Luca Palmerini
Published 2021-07-01

Estimating metabolic equivalents for activities in daily life using acceleration and heart rate in wearable devices

by Motofumi Nakanishi, Shintaro Izumi, Sho Nagayoshi, Hiroshi Kawaguchi, Masahiko Yoshimoto, Toshikazu Shiga, Takafumi Ando, Satoshi Nakae, Chiyoko Usui, Tomoko Aoyama, Shigeho Tanaka
Published 2018-07-01

Identifying Free-Living Physical Activities Using Lab-Based Models with Wearable Accelerometers

by Arindam Dutta, Owen Ma, Meynard Toledo, Alberto Florez Pregonero, Barbara E. Ainsworth, Matthew P. Buman, Daniel W. Bliss
Published 2018-11-01