JICS

1. Development of a Hybrid Deep-Learning Model for the Human Activity Recognition based on the Wristband Accelerometer Signals

Seungmin Jeong, Dongik Oh, Vol. 22, No. 3, pp. 9-16, Jun. 2021

10.7472/jksii.2021.22.3.9
Keywords: Activities of Daily Living, Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction

2. Development of a Machine-Learning based Human Activity Recognition System including Eastern-Asian Specific Activities

Seungmin Jeong, Cheolwoo Choi, Dongik Oh, Vol. 21, No. 4, pp. 127-135, Aug. 2020

10.7472/jksii.2020.21.4.127
Keywords: Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction

3. Fall Detection for Mobile Phone based on Movement Pattern

Viet Vo, Thang Minh Hoang, Chang-Moo Lee, Deok-Jai Choi, Vol. 13, No. 4, pp. 23-32, Aug. 2012

10.7472/jksii.2012.13.4.23
Keywords: Activity recognition, falling event, context aware, accelerometer sensor, orientation sensor

4. Real-Time Step Count Detection Algorithm Using a Tri-Axial Accelerometer

Yun-Kyung Kim, Sung-Mok Kim, Hyung-Suk Lho, We-Duke Cho, Vol. 12, No. 3, pp. 17-26, Jun. 2011
Keywords: step count, fri-axial accelerometer, Heuristic Algorithm, Adaptive Threshold Algorithm, Adaptive Locking Period Algorithm

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