Emotion Recognition from EEG Using Mutual Information Based Feature Map and CNN. - Mahfuza Akter Maria; A. B. M. Aowlad Hossain; M. A. H. Akhand (MIET (2), 2022)

A Comparative Study on Prominent Connectivity Features for Emotion Recognition From EEG. - Mahfuza Akter Maria; M. A. H. Akhand; A. B. M. Aowlad Hossain; Md. Abdus Samad Kamal; Kou Yamada (IEEE Access, 2023)

Emotion recognition from EEG signal enhancing feature map using partial mutual information. - M. A. H. Akhand; Mahfuza Akter Maria; Md. Abdus Samad Kamal; Tetsuya Shimamura (Biomed. Signal Process. Control., 2024)

Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography. - Zahrul Jannat Peya; Mahfuza Akter Maria; Sk. Imran Hossain; M. A. H. Akhand; Nazmul H. Siddique (Int. J. Neural Syst., 2025)