Multi-channel EEG-based sleep stage classification with joint collaborative representation and multiple kernel learning - Shi, Jun; Liu, Xiao; Li, Yan; Zhang, Qi; Li, Yingjie; Ying, Shihui (Journal of neuroscience methods, 2015)
Keywords: Brain - physiology; Brain - physiopathology; Electroencephalography - methods; Extreme learning machine; Humans; Joint collaborative representation; Joint sparse representation; Machine Learning; Multi-channel electroencephalography; Multiple kernel learning; Polysomnography - methods; Sensitivity and Specificity; Sleep Apnea Syndromes - classification; Sleep Apnea Syndromes - physiopathology; Sleep Stages - physiology; Sleep staging; Joint collaborative representation; Multiple kernel learning; Multi-channel electroencephalography; Extreme learning machine; Sleep staging; Joint sparse representation