@incollection{rahman2026ensemblebased, author = {A. F. M. Minhazur Rahman}, 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{rahman2026fast, author = {A. F. M. Minhazur Rahman}, 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{rahman2026crosssensor, author = {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{rahman2025enhancing, author = {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{rahman2024lightweight, author = {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{rahman2024multimodal, author = {A. F. M. Minhazur Rahman}, 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{rahman2024explainable, author = {A. F. M. Minhazur Rahman}, 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{rahman2024enhanced, author = {A. F. M. Minhazur Rahman}, 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{rahman2024multiclass, author = {A. F. M. Minhazur Rahman}, 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{rahman2023attentionbased, author = {A. F. M. Minhazur Rahman}, 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}, 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{rahman2023navigating, author = {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{rahman2023recognition, author = {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}, 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} }