The past decade has seen substantial growth in the prevalence and capabilities of wearable devices. For instance, recent human activity recognition (HAR) research explored using devices applications such as remote monitoring patients, detection gait abnormalities, cognitive disease identification. However, data collection poses a major challenge developing HAR systems, especially because need t...