Mohammad Shahin Mahanta

A heteroscedastic extension of LDA based on multi-class matusita affinity

Konstantinos N. Plataniotis, Mohammad Shahin Mahanta, K. Plataniotis, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Statistical characterization of complex-valued EEG spectrum during mental imagery tasks

Konstantinos N. Plataniotis, Subbarayan Pasupathy, Mohammad Shahin Mahanta, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Ranking 2DLDA features based on fisher discriminance

Konstantinos N. Plataniotis, Mohammad Shahin Mahanta, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Linear feature extraction using sufficient statistic

Konstantinos N. Plataniotis, Mohammad Shahin Mahanta, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Regularized LDA based on separable scatter matrices for classification of spatio-spectral EEG patterns

Konstantinos N. Plataniotis, Mohammad Shahin Mahanta, Amirhossein S. Aghaei, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Unified Framework for Matrix-Variate Linear Discriminant Analysis

Mohammad Shahin Mahanta, M. Mahanta, 2015 .

Linear Feature Extraction with Emphasis on Face Recognition

Mohammad Shahin Mahanta, M. Mahanta, 2010 .

Heteroscedastic linear feature extraction based on sufficiency conditions

Konstantinos N. Plataniotis, Subbarayan Pasupathy, Mohammad Shahin Mahanta, 2012, Pattern Recognit..

Separable Common Spatio-Spectral Patterns for Motor Imagery BCI Systems

Konstantinos N. Plataniotis, Mohammad Shahin Mahanta, Amirhossein S. Aghaei, 2016, IEEE Transactions on Biomedical Engineering.

Spatio-spectral sufficient statistic for mental imagery EEG signals

Konstantinos N. Plataniotis, Subbarayan Pasupathy, Mohammad Shahin Mahanta, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

2DLDA as matrix-variate formulation of a separable 1DLDA

Konstantinos N. Plataniotis, Mohammad Shahin Mahanta, 2015, Pattern Recognit. Lett..

A Bayes optimal matrix-variate LDA for extraction of spatio-spectral features from EEG signals

Konstantinos N. Plataniotis, Mohammad Shahin Mahanta, Amirhossein S. Aghaei, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Separable common spatio-spectral pattern algorithm for classification of EEG signals

Konstantinos N. Plataniotis, Mohammad Shahin Mahanta, Amirhossein S. Aghaei, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.