Automatic EOG and EMG Artifact Removal Method for Sleep Stage Classification. - Ali Abdollahi Gharbali; José Manuel Fonseca; Shirin Najdi; Tohid Yousefi Rezaii (DoCEIS, 2016)

A Comparison of Feature Ranking and Rank Aggregation Techniques in Automatic Sleep Stage Classification Based on Polysomnographic Signals. - Shirin Najdi; Ali Abdollahi Gharbali; José Manuel Fonseca (IWBBIO, 2016)

Feature Transformation Based on Stacked Sparse Autoencoders for Sleep Stage Classification. - Shirin Najdi; Ali Abdollahi Gharbali; José Manuel Fonseca (DoCEIS, 2017)

Transfer Learning of Spectrogram Image for Automatic Sleep Stage Classification. - Ali Abdollahi Gharbali; Shirin Najdi; José Manuel Fonseca (ICIAR, 2018)

Investigating the contribution of distance-based features to automatic sleep stage classification. - Ali Abdollahi Gharbali; Shirin Najdi; José Manuel Fonseca (Comput. Biol. Medicine, 2018)

Sleep Stage Classification: A Deep Learning Approach - Ali Abdollahi Gharbali (2018)