Hybridizing Personal and Impersonal Machine Learning Models for Activity Recognition on Mobile Devices
Tong Yu, Yong Zhuang, Ole J. Mengshoel, Osman Yağan · 2016
Recognition of human activities, using smart phones and wearable devices, has attracted much attention recently. The machine learning (ML) approach to human activity recognition can broadly be classified into two categories: training an ML model on (i) an impersonal dataset or (ii) a personal datase