@incollection{rahman2026ensemblebased, author = {A. F. M. Minhazur Rahman and Md Ali Hossain}, title = {{Ensemble-Based Transfer Learning Approach for Brain Tumor Segmentation from MRI Images}}, booktitle = {Machine Learning for Healthcare Informatics}, year = {2026}, doi = {10.1201/9781032650715-7} } @inproceedings{zihan2026fast, author = {Talha Jobayer Zihan and Mohiuddin Ahmed and A.F.M Minhazur Rahman and Foyez Ahmed Dewan}, title = {{Fast Gradient Method (FGM) Fine-Tuning for Bengali Sarcasm Detection}}, booktitle = {2026 5th International Conference on Electrical, Computer \& Telecommunication Engineering (ICECTE)}, year = {2026}, doi = {10.1109/icecte69292.2026.11429207} } @article{shakib2026crosssensor, author = {Md. Farhan Shakib and Md. Shahid Uz Zaman and Md. Al Mamun and Md. Nahiduzzaman and Muhammad E. H. Chowdhury and Md. Azmain Yakin Srizon and A. F. M. Minhazur Rahman}, title = {{Cross-Sensor Bushfire Detection Using Supervised Domain Adaptation}}, journal = {IEEE Access}, year = {2026}, doi = {10.1109/access.2026.3666589} } @inproceedings{farjana2025classifying, author = {Mayeesha Farjana and Sumaiya Rahman and Mst Raisa Rubayet Karim and Naimur Hassan Swapnil and A. F. M. Minhazur Rahman}, title = {{Classifying Fake News with a Large-Scale Dataset Using Machine Learning Approaches}}, booktitle = {2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN)}, year = {2025}, doi = {10.1109/qpain66474.2025.11171899} } @inproceedings{shakib2025enhancing, author = {Md. Farhan Shakib and Md. Shahid Uz Zaman and Md. Al Mamun and Azmain Yakin Srizon and A. F. M. Minhazur Rahman}, title = {{Enhancing Bushfire Classification in Satellite Imagery through Gradient Based Channel Selection}}, booktitle = {2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)}, year = {2025}, doi = {10.1109/ecce64574.2025.11014021} } @inproceedings{himel2024lightweight, author = {Md Hasib Al Muzdadid Haque Himel and Pallab Chowdhury and A. F. M. Minhazur Rahman}, title = {{A Lightweight Width Scaled Architecture Integrating Nested Feature Fusion for Bengali Sign Numerals Recognition}}, booktitle = {2024 27th International Conference on Computer and Information Technology (ICCIT)}, year = {2024}, doi = {10.1109/iccit64611.2024.11021699} } @inproceedings{ghosh2024multimodal, author = {Sunayana Ghosh and A. F. M. Minhazur Rahman and Plabon Talukder and Md. Ali Hossain and Azmain Yakin Srizon}, title = {{A Multimodal Approach to Bengali Music Genre Classification Using 1D CNN and ResNet-50}}, booktitle = {2024 27th International Conference on Computer and Information Technology (ICCIT)}, year = {2024}, doi = {10.1109/iccit64611.2024.11022372} } @inproceedings{islam2024explainable, author = {Md. Minhazul Islam and Md. Tanbeer Jubaer and Azmain Yakin Srizon and Md. Ali Hossain and Md. Farukuzzaman Faruk and S. M. Mahedy Hasan and A. F. M. Minhazur Rahman and Nishat Tasnim Esha}, title = {{Explainable AI-Driven Improved Disease Prediction through Symptom Analysis with Custom BERT}}, booktitle = {2024 27th International Conference on Computer and Information Technology (ICCIT)}, year = {2024}, doi = {10.1109/iccit64611.2024.11022559} } @inproceedings{amin2024enhanced, author = {Noman Amin and Anwar Hossain Efat and A. F. M. Minhazur Rahman and S. M. Mahedy Hasan}, title = {{Enhanced Skin Lesion Detection Using Concatenated DenseNet and Multi-Attention Mechanisms}}, booktitle = {2024 International Conference on Innovations in Science, Engineering and Technology (ICISET)}, year = {2024}, doi = {10.1109/iciset62123.2024.10939433} } @incollection{shuvo2024multiclass, author = {Shakil Mahmud Shuvo and Md. Farukuzzaman Faruk and Azmain Yakin Srizon and Tahsen Islam Sajon and S. M. Mahedy Hasan and Anirban Barai and A. F. M. Minhazur Rahman and Md. Al Mamun}, title = {{Multi-class Brain Tumor Classification with DenseNet-Based Deep Learning Features and Ensemble of Machine Learning Approaches}}, booktitle = {Lecture Notes in Networks and Systems}, year = {2024}, doi = {10.1007/978-981-99-8937-9_38} } @inproceedings{nath2023attentionbased, author = {Kowshik Deb Nath and A. F. M. Minhazur Rahman and Md. Ali Hossain}, title = {{An Attention-Based Deep Learning Approach to Knee Injury Classification from MRI Images}}, booktitle = {2023 26th International Conference on Computer and Information Technology (ICCIT)}, year = {2023}, doi = {10.1109/iccit60459.2023.10441340} } @inproceedings{rahman2023attentionrefined, author = {A. F. M. Minhazur Rahman and Md. Ali Hossain}, title = {{Attention-refined U-Net with Skip Connections for Effective Brain Tumor Segmentation from MRI Images}}, booktitle = {2023 26th International Conference on Computer and Information Technology (ICCIT)}, year = {2023}, doi = {10.1109/iccit60459.2023.10441092} } @inproceedings{islam2023navigating, author = {Md Minhazul Islam and Tanbeer Jubaer and Azmain Yakin Srizon and Md. Rakib Hossain and S. M. Mahedy Hasan and Md. Farukuzzaman Faruk and A. F. M. Minhazur Rahman}, title = {{Navigating Bengali Linguistics: Insights from Machine and Deep Learning Perspectives for Categorization of Sentences}}, booktitle = {2023 26th International Conference on Computer and Information Technology (ICCIT)}, year = {2023}, doi = {10.1109/iccit60459.2023.10441518} } @inproceedings{sajon2023recognition, author = {Tahsen Islam Sajon and Maria Chowdhury and Azmain Yakin Srizon and Md. Farukuzzaman Faruk and S. M. Mahedy Hasan and Abu Sayeed and A. F. M. Minhazur Rahman}, title = {{Recognition of Leukemia Sub-types Using Transfer Learning and Extraction of Distinguishable Features Using an Effective Machine Learning Approach}}, booktitle = {2023 International Conference on Electrical, Computer and Communication Engineering (ECCE)}, year = {2023}, doi = {10.1109/ecce57851.2023.10101490} } @incollection{rahman2022hyperspectral, author = {A. F. M. Minhazur Rahman and Boshir Ahmed}, title = {{Hyperspectral Image Classification Using Factor Analysis and Convolutional Neural Networks}}, booktitle = {Lecture Notes on Data Engineering and Communications Technologies}, year = {2022}, doi = {10.1007/978-981-16-6636-0_11} }