Muntequa Imtiaz Siraji

Detection of Mental State from EEG Signal Data: An Investigation with Machine Learning Classifiers

Ahnaf Akif Rahman, Muntequa Imtiaz Siraji, Lamim Ibtisam Khalid et al. · 2022 · 46 citations

Artificial Intelligence, Engineering, Machine Learning +25

Detection of Epileptic Seizure from EEG Signal Data by Employing Machine Learning Algorithms with Hyperparameter Optimization

Ahnaf Akif Rahman, Fahim Faisal, Mirza Muntasir Nishat et al. · 2021 · 38 citations

Engineering, Machine Learning, Epileptic Seizure Refers +21

Enhancing the Performance of Machine Learning Classifiers by Hyperparameter Optimization in Detecting Anxiety Levels of Online Gamers

Ahnaf Akif Rahman, Lamim Ibtisam Khalid, Muntequa Imtiaz Siraji et al. · 2021 · 25 citations

Perceived Stress Analysis of Undergraduate Students during COVID-19: A Machine Learning Approach

Ahnaf Akif Rahman, Muntequa Imtiaz Siraji, Lamim Ibtisam Khalid et al. · 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) · 2022 · 25 citations

Impact of mobile connectivity on students’ wellbeing: Detecting learners’ depression using machine learning algorithms

Muntequa Imtiaz Siraji, Ahnaf Akif Rahman, Mirza Muntasir Nishat et al. · PLoS ONE · 2023 · 11 citations · Full text