ActiveSelfHAR: Incorporating Self-Training Into Active Learning to Improve Cross-Subject Human Activity Recognition - Wei, Baichun; Yi, Chunzhi; Zhang, Qi; Zhu, Haiqi; Zhu, Jianfei; Jiang, Feng (IEEE internet of things journal, 2024)
Keywords: Active learning; Adaptation models; Body area networks; Correlation; Costs; Cross-subject adaptation; Data models; Datasets; Deep learning; deep learning (DL); Human activity recognition; Internet of medical things; Internet of Things; Labeling; Labels; Machine learning; semi-supervised learning; Training; Upper bounds; wearable sensors; Wireless networks; Wireless sensor networks