Cognitive State Estimation by Effective Feature Extraction and Proper Channel Selection of EEG Signal. - Monira Islam; Tazrin Ahmed; Md. Salah Uddin Yusuf; Mohiuddin Ahmad (J. Circuits Syst. Comput., 2015)

A Non-invasive Heart Rate Estimation Approach from Photoplethysmography. - Monira Islam; Trisa Biswas; Abdul Munem Saad; Chowdhury Azimul Haque; Md. Salah Uddin Yusuf (IJCCI, 2018)

EEG based stress analysis using rhythm specific spectral feature for video gameplay. - Shidhartho Roy; Monira Islam; Md. Salah Uddin Yusuf; Nushrat Jahan (CoRR, 2021)

MEMD-HHT based Emotion Detection from EEG using 3D CNN. - Monira Islam; Tan Lee 001 (EMBC, 2022)

Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes. - Monira Islam; Tan Lee 001 (EMBC, 2022)

EEG based stress analysis using rhythm specific spectral feature for video game play. - Shidhartho Roy; Monira Islam; Md. Salah Uddin Yusuf; Nushrat Jahan (Comput. Biol. Medicine, 2022)

Functional Connectivity Analysis in Multi-channel EEG for Emotion Detection with Phase Locking Value and 3D CNN. - Monira Islam; Tan Lee 001 (EMBC, 2023)

An efficient metaheuristic optimization algorithm for optimal power extraction from PV systems under various weather and load-changing conditions. - Md. Al Imran Fahim; Md. Salah Uddin Yusuf; Monira Islam; Munshi Jawad Ibne Azad (Array, 2025)

An automated extraction of spectral-temporal and spatial-temporal features of EEG for emotion detection. - Monira Islam; Tan Lee 001 (Brain Informatics, 2025)