Dimensionality reduction based on Distance Preservation to Local Mean (DPLM) for SPD matrices and its application in BCI. - Alireza Davoudi; Saeed Shiry Ghidary; Khadijeh Sadatnejad (CoRR, 2016)

Kernel learning over the manifold of symmetric positive definite matrices for dimensionality reduction in a BCI application. - Khadijeh Sadatnejad; Saeed Shiry Ghidary (Neurocomputing, 2016)

EEG Representation Using Multi-instance Framework on The Manifold of Symmetric Positive Definite Matrices for EEG-based Computer Aided Diagnosis. - Khadijeh Sadatnejad; Saeed Shiry Ghidary; Reza Rostami; Reza Kazemi (CoRR, 2017)

Adaptive spectrum transformation by topology preservation on indefinite proximity data. - Khadijeh Sadatnejad; Saeed Shiry Ghidary (Pattern Recognit. Lett., 2017)

Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering. - Maria Sayu Yamamoto; Khadijeh Sadatnejad; Toshihisa Tanaka 001; Md. Rabiul Islam 003; Yuichi Tanaka 001; Fabien Lotte (EMBC, 2020)

Channel Selection over Riemannian Manifold with Non-Stationarity Consideration for Brain-Computer Interface Applications. - Khadijeh Sadatnejad; Aline Roc; Léa Pillette; Aurélien Appriou; Thibaut Monseigne; Fabien Lotte (ICASSP, 2020)

Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification. - Maria Sayu Yamamoto; Khadijeh Sadatnejad; Toshihisa Tanaka 001; Md. Rabiul Islam 003; Frédéric Dehais; Yuichi Tanaka 001; Fabien Lotte (IEEE Trans. Biomed. Eng., 2024)