SPARK: A High-Efficiency Black-Box Domain Adaptation Framework for Source Privacy-Preserving Drowsiness Detection - Yuan, Liqiang; Li, Ruilin; Cui, Jian; Siyal, Mohammed Yakoob (IEEE journal of biomedical and health informatics, 2024)
Keywords: Adaptation; Adaptation models; Adult; Algorithms; Availability; Biomedical monitoring; Black-box domain adaptation (BBDA); Brain modeling; Closed box; Data models; Datasets; Deep Learning; Distillation; driver drowsiness detection; Driver fatigue; Drowsiness; EEG; Electroencephalography; Electroencephalography - methods; ensemble deep random vector functional link (edRVFL); Ensemble learning; Humans; Labelling; Labels; Monitoring; Privacy; Risk reduction; Signal Processing, Computer-Assisted; Sleep Stages - physiology; Sleepiness; Traffic accidents & safety; Traffic safety; Training; unsupervised domain adaptation (UDA)