UMAP for Dimensionality Reduction in Sleep Stage Classification Using EEG Data. - Yangfan Deng; Hamad Albidah; Haoliang Cheng; Ahmed H. Dallal; Jijun Yin; Zhi-Hong Mao (EMBC, 2024)

Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging. - Yangfan Deng; Hamad Albidah; Ahmed H. Dallal; Jijun Yin; Zhi-Hong Mao (CoRR, 2024)