@article{ahmed2026enhanced,title={Enhanced Detection of GAN-Generated Image Forgeries Using Error Level Analysis and Deep Learning Models},author={Ahmed, K. R. and Ali, M. S. and Rahman, A. and Sharmin, S. and Ahmed, M. S. and Al Farid, F. and Mansor, S. and Miah, A. S. M.},bold={Ahmed, M. S.},journal={IET Image Processing},volume={20},number={1},pages={e70345},year={2026},doi={10.1049/ipr2.70345}}
FEP-SSL: A Privacy-Preserving Semi-Supervised Learning Framework for Parkinson’s Disease Classification
M. S. Ahmed, S. Shafiq, M. S. Kaiser, and 3 more authors
@article{ahmed2026fepssl,title={FEP-SSL: A Privacy-Preserving Semi-Supervised Learning Framework for Parkinson's Disease Classification},author={Ahmed, M. S. and Shafiq, S. and Kaiser, M. S. and Rahman, M. S. and Hosen, A. S. M. and Hwang, Y.},bold={Ahmed, M. S.},journal={PLOS ONE},year={2026},note={Under Review}}
An Explainable Cleanlab-Guided Uncertainty-Based Active Learning Framework for Data-Efficient Parkinson’s Disease Classification
M. S. Ahmed, S. Shafiq, and M. S. Kaiser
In 6th International Conference on Applied Intelligence and Informatics (AII 2026), 2026
@inproceedings{ahmed2026cleanlab,title={An Explainable Cleanlab-Guided Uncertainty-Based Active Learning Framework for Data-Efficient Parkinson's Disease Classification},author={Ahmed, M. S. and Shafiq, S. and Kaiser, M. S.},bold={Ahmed, M. S.},booktitle={6th International Conference on Applied Intelligence and Informatics (AII 2026)},publisher={Springer},year={2026},note={Accepted}}
Data Transmission Technologies: A Review of Security, Reliability, Efficiency, and Emerging Intelligent Communication
M. S. Ahmed, S. B. Shahid, and M. M. O. Rashid
In 11th IEEE Asia-Pacific Conference on Computer Science and Data Engineering (IEEE CSDE 2026), 2026
@inproceedings{ahmed2026datatransmission,title={Data Transmission Technologies: A Review of Security, Reliability,
Efficiency, and Emerging Intelligent Communication},author={Ahmed, M. S. and Shahid, S. B. and Rashid, M. M. O.},bold={Ahmed, M. S.},booktitle={11th IEEE Asia-Pacific Conference on Computer
Science and Data Engineering (IEEE CSDE 2026)},year={2026},note={Accepted}}
Toward Intelligent Cauliflower Disease Recognition: A CLAHE-Enhanced Image Processing and SVM-Based Classification Framework
M. S. Ahmed, F. Ahmad, S. B. Shahid, and 1 more author
In 11th IEEE Asia-Pacific Conference on Computer Science and Data Engineering (IEEE CSDE 2026), 2026
@inproceedings{ahmed2026cauliflower,title={Toward Intelligent Cauliflower Disease Recognition: A
CLAHE-Enhanced Image Processing and SVM-Based Classification
Framework},author={Ahmed, M. S. and Ahmad, F. and Shahid, S. B. and Rashid, M. M. O.},bold={Ahmed, M. S.},booktitle={11th IEEE Asia-Pacific Conference on Computer Science
and Data Engineering (IEEE CSDE 2026)},year={2026},note={Accepted}}
A Comprehensive Structural Analysis of Zero-Day Attack Detection: Machine Learning Paradigms, Performance Trends, and Open Research Challenges
M. S. Ahmed, F. Ahmad, S. B. Shahid, and 1 more author
In 11th IEEE Asia-Pacific Conference on Computer Science and Data Engineering (IEEE CSDE 2026), 2026
@inproceedings{ahmed2026cybersecurity,title={A Comprehensive Structural Analysis of Zero-Day Attack Detection: Machine Learning Paradigms, Performance Trends, and Open Research Challenges},author={Ahmed, M. S. and Ahmad, F. and Shahid, S. B. and Rashid, M. M. O.},bold={Ahmed, M. S.},booktitle={11th IEEE Asia-Pacific Conference on Computer Science
and Data Engineering (IEEE CSDE 2026)},year={2026},note={Accepted}}
Gastric Cancer Classification Using a Hybrid CNN-Attention-LSTM Model with Deep Feature Extraction
M. F. Hosen, M. A. Khatun, M. S. Ali, and 3 more authors
In 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), 2026
@inproceedings{hosen2026gastric,title={Gastric Cancer Classification Using a Hybrid CNN-Attention-LSTM Model with Deep Feature Extraction},author={Hosen, M. F. and Khatun, M. A. and Ali, M. S. and Ahmed, M. S. and Sharmin, S. and Uddin, M. S.},bold={Ahmed, M. S.},booktitle={2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence \& Networking (QPAIN)},pages={1--6},publisher={IEEE},year={2026},doi={10.1109/QPAIN69676.2026.11546573}}
Candidate Biomarkers and Key Molecular Pathways in Anxiety Disorder and Parkinson’s Disease Using Bioinformatics and Machine Learning
M. A. Khatun, M. F. Hosen, M. S. Ali, and 3 more authors
In 2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII 2026), 2026
@inproceedings{khatun2026biomarkers,title={Candidate Biomarkers and Key Molecular Pathways in Anxiety Disorder and Parkinson's Disease Using Bioinformatics and Machine Learning},author={Khatun, M. A. and Hosen, M. F. and Ali, M. S. and Hasan, T. and Ahmed, M. S. and Sharmin, S.},bold={Ahmed, M. S.},booktitle={2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII 2026)},publisher={IEEE},year={2026},}
A Multi-Lingual Cyberbullying Detection and Blockchain-Integrated Privacy-Preserving Federated Learning Framework
F. Ahmad, S. Podder, S. Karmokar, and 4 more authors
In 6th International Conference on Applied Intelligence and Informatics (AII 2026), 2026
@inproceedings{ahmad2026cyberbullying,title={A Multi-Lingual Cyberbullying Detection and Blockchain-Integrated Privacy-Preserving Federated Learning Framework},author={Ahmad, F. and Podder, S. and Karmokar, S. and Hossain, M. S. and Rashid, M. M. O. and Ahmed, M. S. and Shahid, S. B.},bold={Ahmed, M. S.},booktitle={6th International Conference on Applied Intelligence and Informatics (AII 2026)},publisher={Springer},year={2026},note={Accepted}}
An Explainable Ensemble Machine Learning Framework for Early Prediction of Student Dropout Risk in Higher Education
E. A. Abeer, M. N. Azim, F. A. Dipto, and 3 more authors
@article{abeer2026dropout,title={An Explainable Ensemble Machine Learning Framework for Early Prediction of Student Dropout Risk in Higher Education},author={Abeer, E. A. and Azim, M. N. and Dipto, F. A. and Rashid, M. M. O. and Shahid, S. B. and Ahmed, M. S.},bold={Ahmed, M. S.},journal={Scientific Reports},year={2026},note={Under Review}}
2025
Robust Blood Cell Detection and Counting Using Efficient Channel Attention-Integrated YOLOv10
R. R. Sohana, M. S. Ahmed, S. B. Shahid, and 1 more author
In 2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), 2025
@inproceedings{sohana2025blood,title={Robust Blood Cell Detection and Counting Using Efficient Channel Attention-Integrated YOLOv10},author={Sohana, R. R. and Ahmed, M. S. and Shahid, S. B. and Hridoy, R. H.},bold={Ahmed, M. S.},booktitle={2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE)},pages={1090--1095},publisher={IEEE},year={2025},doi={10.1109/WIECON-ECE69386.2025.11525973}}
Real-Time Detection of Bangla Sign Language for Shopkeeper-Customer Communication
A. A. Amit, M. M. Hossain, M. S. Ahmed, and 1 more author
@article{amit2025realtime,title={Real-Time Detection of Bangla Sign Language for Shopkeeper-Customer Communication},author={Amit, A. A. and Hossain, M. M. and Ahmed, M. S. and Kaiser, M. S.},bold={Ahmed, M. S.},journal={Mendeley Data},year={2025},doi={10.17632/kyb87r9x2w.1}}
2023
Real-Time Bangla Sign Language Detection and Recognition Using YOLOv10
M. S. Ahmed, M. Hossain, A. A. Amit, and 3 more authors
In International Conference on Trends in Computational and Cognitive Engineering, 2023
@inproceedings{ahmed2023bangla,title={Real-Time Bangla Sign Language Detection and Recognition Using YOLOv10},author={Ahmed, M. S. and Hossain, M. and Amit, A. A. and Tahsin, M. and Mahmud, M. and Kaiser, M. S.},bold={Ahmed, M. S.},booktitle={International Conference on Trends in Computational and Cognitive Engineering},pages={383--400},publisher={Springer Nature Singapore},year={2023},doi={10.1007/978-981-96-0185-1_33}}