Dr Md. Nurul Ahad Tawhid

Sadikul Haque Sadi and Md Nurul Ahad Tawhid : A Minimal EEG Montage for Adult ADHD Detection: Discovering the Frontoparietal Beta-Theta Framework via Explainable AI, IEEE Access (impact factor:4.2) , vol.14 IEEE , pp.137276-137294 , 2026 .

Sadikul Haque Sadi, Md Arman Hossain and Md Nurul Ahad Tawhid : Integrating socioeconomic context with multimodal EEG data for improved ADHD risk screening, PLoS One (impact factor:2.8) , vol.21 , no.9 Public Library of Science San Francisco, CA USA , pp.e0357213 , 2026 .

Md. Milon Hossain and Md. Nurul Ahad Tawhid : Exploring brain lobe-specific insights in an explainable framework for EEG-based schizophrenia detection, PLOS ONE , vol.21 , no.3 Public Library of Science , pp.1-31 , 2026 .

Md Nurul Ahad Tawhid, Siuly Siuly, Enamul Kabir and Yan Li : Advancing Alzheimer’s disease detection: a novel convolutional neural network based framework leveraging EEG data and segment length analysis, Brain Informatics , vol.12 , no.13 Springer Nature , pp.1-14 , 2025 .

Siuly Siuly, Md Nurul Ahad Tawhid, Yan Li, Rajendra Acharya, Muhammad Tariq Sadiq and Hua Wang : Investigating Brain Lobe Biomarkers to Enhance Dementia Detection Using EEG Data, Cognitive Computation , vol.17 , no.2 Springer , pp.90 , 2025 .

Md. Nurul Ahad Tawhid, Siuly Siuly, Kate Wang and Hua Wang : GENet: A Generic Neural Network for Detecting Various Neurological Disorders from EEG, IEEE Transactions on Cognitive and Developmental Systems , vol.16 , no.5 IEEE , pp.1829-1842 , 2024 .

Md. Nurul Ahad Tawhid, Siuly Siuly, Enamul Kabir and Yan Li : Exploring Frequency Band-Based Biomarkers of EEG Signals for Mild Cognitive Impairment Detection, IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol.32 IEEE , pp.189-199 , 2023 .

Md. Nurul Ahad Tawhid, Siuly Siuly, Kate Wang and Hua Wang : Automatic and Efficient Framework for Identifying Multiple Neurological Disorders From EEG Signals, IEEE Transactions on Technology and Society , vol.4 , no.1 IEEE , pp.76-86 , 2023 .

Md Nurul Ahad Tawhid, Siuly Siuly, Kate Wang and Hua Wang : Textural feature based intelligent approach for neurological abnormality detection from brain signal data, Plos one , vol.17 , no.11 Public Library of Science San Francisco, CA USA , pp.e0277555 , 2022 .

Md. Nurul Ahad Tawhid, Siuly Siuly and Tianning Li : A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG, IEEE Transactions on Instrumentation and Measurement , vol.71 IEEE , pp.1-11 , 2022 .

Md. Nurul Ahad Tawhid and Emon Kumar Dey : A Gender Recognition System from Facial Image, International Journal of Computer Applications , vol.180 , no.23 , pp.5-14 , 2018 .

SM Sofiqul Islam, Emon Kumar Dey, Md Nurul Ahad Tawhid and BM Mainul Hossain : A CNN Based Approach for Garments Texture Design Classification, Advances in Technology Innovation , vol.2 , no.4 , pp.119-125 , 2017 .

Tahmid Ahmad, Md Nurul Ahad Tawhid, Sumon Ahmed and Kazi Sakib : Code sniffer: a risk based smell detection framework to enhance code quality using static code analysis, International Journal of Software Engineering, Technology and Applications , vol.2 , no.1 , pp.41-63 , 2017 .

Nadia Nahar, Sujon Ali and Md Nurul Ahad Tawhid : An Improved Code Clone Tracking Approach in Evolving Software, International Journal of Advanced Research in Computer Science , vol.7 , no.7 , pp.1-5 , 2016 .

Sumon Ahmed, Md. Nurul Ahad Tawhid, Kazi Sakib and Md. Mustafizur Rahman : A multi-objective evolutionary approach to reconstruct gene regulatory network using recurrent neural network model, Biojournal of Science and Technology , vol.2 , pp.1-11 , 2015 .

Emon Kumar Dey, Md Nurul Ahad Tawhid and Mohammad Shoyaib : An automated system for garment texture design class identification, Computers , vol.4 , no.3 , pp.265-282 , 2015 .

Md. Nurul Ahad Tawhid, Nasir Uddin Laskar and Haider Ali : A Vision-based Facial Expression Recognition and Adaptation System from Video Stream, International Journal of Machine Learning and Computing , vol.2 , no.5 , pp.535-539 , 2012 .

Md Nurul Ahad Tawhid, Siuly Siuly and Hua Wang : Diagnosis of autism spectrum disorder from EEG using a time--frequency spectrogram image-based approach, Electronics Letters , vol.56 , no.25 IET Digital Library , pp.1372--1375 , 2020 .

Md Nurul Ahad Tawhid, Siuly Siuly, Hua Wang, Frank Whittaker, Kate Wang and Yanchun Zhang : A spectrogram image based intelligent technique for automatic detection of autism spectrum disorder from EEG, Plos one , vol.16 , no.6 Public Library of Science, San Francisco, CA USA , pp.1-20 , 2021 .

Sadia Tabassum, Mussammat Maimuna Faria and Md. Nurul Ahad Tawhid "Adaptive Fine-Tuning for Efficient Long-Context Learning in Large Language Models." Proceedings of the 21st International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE) , pp. 905-912. Spain: SciTePress, 2026 .

Dipshikha Das, Nazmus Sakib, Jitesh Sureka and Md. Nurul Ahad Tawhid "Unsupervised Commit Message Classification for Software Evolution Using In-Context Learning of Large Language Models." Proceedings of the 21st International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE) , pp. 611-617. Spain: SciTePress, 2026 .

Md Nurul Ahad Tawhid, Siuly Siuly, Kate Wang and Hua Wang "Brain data mining framework involving entropy topography and deep learning." Australasian Database Conference , pp. 161--168. Springer: 2022 .

Moumita Asad, Rafed Muhammad Yasir, Shihab Shahriar, Nadia Nahar and Md Nurul Ahad Tawhid "Analyzing Program Comprehensibility of Go Projects." 33rd International Conference on Software Engineering and Knowledge Engineering , pp. 255-260. 2021 .

Pritom Saha Akash, Md Eusha Kadir, Amin Ahsan Ali, Md Nurul Ahad Tawhid and Mohammad Shoyaib "Introducing Confidence as a Weight in Random Forest." International Conference on Robotics, Electrical and Signal Processing Techniques , pp. 611-616. Dhaka: IEEE, 2019 .

Md. Nasir Uddin Laskar, Md Nurul Ahad Tawhid and TaeChoong Chung "Extended Kalman Filter (EKF) and Kmeans clustering approach for state space decomposition of autonomous mobile robots." International Conference on Electrical and Computer Engineering , pp. 113-116. Dhaka: IEEE, 2012 .

Kaeser Md. Sabrin, Tao Zhang, Song Chen, Md. Nurul Ahad Tawhid, Md. Hasanuzzaman, Md. Haider Ali and Haruki Ueno "An Intensity and Size Invariant Real Time Face Recognition Approach." International Conference Image Analysis and Recognition , pp. 502-511. Berlin, Heidelberg: Springer, 2009 .

Md Abdur Rahman, Md Ariful Haque, Md Nurul Ahad Tawhid and Md Saeed Siddik "Classifying non-functional requirements using RNN variants for quality software development." Proceedings of the 3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation , pp. 25--30. 2019 .

Syed Fatiul Huq, Md Aquib Azmain, Nadia Nahar and Md Nurul Ahad Tawhid "On the Evolutionary Properties of Fix Inducing Changes.." QuASoQ@ APSEC , pp. 13--20. 2020 .