Khadijeh Sadatnejad

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 7

Top Topics

Riemannian Manifolds

Symmetric Positive Definite

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Frédéric Dehais, Yuichi Tanaka, Fabien Lotte
Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Yuichi Tanaka, Fabien Lotte
Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering. EMBC (2020)
Khadijeh Sadatnejad, Aline Roc, Léa Pillette, Aurélien Appriou, Thibaut Monseigne, Fabien Lotte
Channel Selection over Riemannian Manifold with Non-Stationarity Consideration for Brain-Computer Interface Applications. ICASSP (2020)
Khadijeh Sadatnejad, Saeed Shiry Ghidary
Adaptive spectrum transformation by topology preservation on indefinite proximity data. Pattern Recognit. Lett. 98 (2017)
Khadijeh Sadatnejad, Saeed Shiry Ghidary, Reza Rostami, Reza Kazemi
EEG Representation Using Multi-instance Framework on The Manifold of Symmetric Positive Definite Matrices for EEG-based Computer Aided Diagnosis. CoRR (2017)
Khadijeh Sadatnejad, Saeed Shiry Ghidary
Kernel learning over the manifold of symmetric positive definite matrices for dimensionality reduction in a BCI application. Neurocomputing 179 (2016)
Alireza Davoudi, Saeed Shiry Ghidary, Khadijeh Sadatnejad
Dimensionality reduction based on Distance Preservation to Local Mean (DPLM) for SPD matrices and its application in BCI. CoRR (2016)