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cs.LG2022
Analysing the Performance of Stress Detection Models on Consumer-Grade Wearable Devices
Van-Tu Ninh, Sinéad Smyth, Minh-Triet Tran +1
Identifying stress levels can provide valuable data for mental health analytics as well as labels for annotation systems. Although much research has been conducted into stress dete…
cs.LG2022
An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices
Van-Tu Ninh, Manh-Duy Nguyen, Sinéad Smyth +4
Stress is a complex issue with wide-ranging physical and psychological impacts on human daily performance. Specifically, acute stress detection is becoming a valuable application i…