Book Chapters (2)
- 1. Tahsen Islam Sajon, Barsha Roy, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Shakil Mahmud Shuvo, Md. Al Mamun, Abu Sayeed, S. M. Mahedy Hasan; "Attention Mechanism-enhanced Deep CNN Architecture for Precise Multi-Class Leukemia Classification", Springer, 2023
- 2. Shakil Mahmud Shuvo, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Tahsen Islam Sajon, S. M. Mahedy Hasan, Anirban Barai, A. F. M. Minhazur Rahman, Md. Al Mamun; "Multi-Class Brain Tumor Classification with DenseNet Based Deep Learning Features and Ensemble of Machine Learning Approaches", Springer, 2023
Journal Articles (1)
- 1. Abu Sayeed, Nasif Osman Khansur, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Salem A. Alyami, AKM Azad, Mohammad Ali Moni; "An effective screening of COVID-19 pneumonia by employingchest X-ray segmentation and attention-based ensembled classification", IET Image Processing: Wiley (Q2), 2024
Conference Papers (62)
- 1. Most Thasin Sabira, Md Farukuzzaman Faruk, Md Nasif Osman Khansur, Azmain Yakin Srizon, SM Mahedy Hasan; "Weighted Densenet Ensemble with Transformer Encoder and External Attention for Gastrointestinal Disease Classification", IEEE- 2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), 2025
- 2. Tushar Das, SM Mahedy Hasan, Anwar Hossain Efat, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Al Mamun, Md Rakib Hossain; "Towards Superior EEG-Based Emotion Recognition: Integrating CNN Outputs with Machine Learning Classifiers for Enhanced Performance", IEEE, 2024
- 3. Sirajam Samira, Md Farukuzzaman Faruk, Md Nazmul Islam, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Md Rakib Hossain; "Enhancing Gastrointestinal Diagnosis: CBAM-Integrated CNN for High-Precision Multi-Class Anatomical Landmark Identification", IEEE(2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE)), 2024
- 4. Ishmam Khan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Al Mamun, SM Mahedy Hasan, Md Nazmul Islam, Md Rakib Hossain, Md Faruk Hossain; "Leveraging the Robust Capability of Modified Multi-Layer Gated Recurrent Units for Fake News Detection", IEEE, 2024
- 5. Barsha Roy, Md Farukuzzaman Faruk, Md Nazmul Islam, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Rakib Hossain, Md Faruk Hossain; "A Cutting-Edge Ensemble of Vision Transformer and ResNet101v2 Based Transfer Learning for the Precise Classification of Leukemia Sub-types from Peripheral Blood Smear Images", IEEE, 2024
- 6. Ashraf UI Alam, Sudipta Progga Islam, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Al Mamun, Md Rakib Hossain; "Optic Disc and Cup Segmentation via Enhanced U-Net with Residual and Attention Mechanisms", IEEE, 2024
- 7. Md Nazmul Islam, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Ali Hossain, Md Ariful Islam; "HSV-Driven Light-Weight CNN Architecture: Balancing Computational Complexity and Diagnostic Precision in Cervical Cancer Detection", IEEE, 2024
- 8. Md Minhazul Islam, Md Rakib Hossain, Md Musab Us Saber Shakin, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Faruk Hossain; "Enhanced Knee Osteoarthritis Classification using a Modified EfficientNetB5 Architecture with Self-Attention Mechanism", IEEE, 2024
- 9. Md Minhazul Islam, Md Tanbeer Jubaer, Azmain Yakin Srizon, Md Ali Hossain, Md Farukuzzaman Faruk, SM Mahedy Hasan, AFM Minhazur Rahman, Nishat Tasnim Esha; "Explainable AI-Driven Improved Disease Prediction through Symptom Analysis with Custom BERT", IEEE, 2024
- 10. SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Ali Hossain, Md Al Mamun; "Cost-Sensitive Lightweight Waste Classification Using Modified EfficientNetB0 and Parallel CNNs for Resource-Constrained Environments", IEEE, 2024
- 11. Md Ariful Islam, Md Farukuzzaman Faruk, Mohammod Abdul Motin, SM Mahedy Hasan, Azmain Yakin Srizon, Md Nazmul Islam; "Multichannel EEG-Based Motor Movement Classification Using Fusion of 1D-CNN and Attention Mechanism", IEEE ( 27th ICCIT), 2024
- 12. Shuvam Agarwala, Afifa Tasneem Quanita, Onik Jahan Sagor, ASM Shahiduzzaman Sajid, Azmain Yakin Srizon, Md Farukuzzaman Faruk, SM Mahedy Hasan; "Leveraging Deep Learning and Feature Extraction for Robust Anomaly Detection in Network Traffic", IEEE ( 27th ICCIT), 2024
- 13. Md Masum Mia, Anwar Hossain Efat, SM Mahedy Hasan, Md Rakib Hossain, Md Farukuzzaman Faruk, Md Azmain Yakin Srizon, Md Al Mamun; "Exploring Augmentation Strategies for Balanced Skin Lesion Classification: An Explainable Lightly Tuned DenseNet 169 Architecture", IEEE ( ICISET), 2024
- 14. Md Ahsanul Karim Abir, Anwar Hossain Efat, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain, Md Al Mamun; "Attention Enhanced Inception-V3: A Multi-Scale Feature Fusion Network for Skin Lesion Detection with Explainable Artificial Intelligence", IEEE ( ICISET), 2024
- 15. Rafi Ahammed Songram, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain, Md Al Mamun; "RAS-bengaliNet: An Explainable Lightweight Convolutional Neural Network for Handwritten Bangla Compound Characters Recognition", ACM Digital Library (ICCA-2024), 2024
- 16. Navia Novely, Shakil Mahmud Shuvo, Md Farukuzzaman Faruk; "Improving Pre-Trained CNNs with CBAM and Skip Connections for Multi-Class Retinal Diseases Classification using OCT Images", ACM Digital Library (ICCA-2024), 2024
- 17. Soumit Das, Md Farukuzzaman Faruk, Shakil Mahmud Shuvo, Azmain Yakin Srizon, SM Mahedy Hasan, Prof Dr Md Al Mamun; "Advancing Glioma Segmentation: A Robust 3D Residual Attention U-Net Framework for Multimodal MRI Images", ACM Digital Library (ICCA-2024), 2024
- 18. Shakil Mahmud Shuvo, Navia Novely, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan; "Early Detection of Suicidal Ideation Using Bidirectional GRU and Language Models", ACM Digital Library (ICCA-2024), 2024
- 19. Most Thasin Sabira, Md Farukuzzaman Faruk, SM Mahedy Hasan, Azmain Yakin Srizon, Md Nasif Khansur, Prof Dr Md Al Mamun, Md Rakib Hossain; "Bengali Handwritten Character Recognition Enhanced with Morphological Preprocessing and Attention Mechanism-based Convolutional Neural Network", ACM Digital Library (ICCA-2024), 2024
- 20. Shuvam Agarwala, Sonia Agarwala, Azmain Yakin Srizon, SM Mahedy Hasan, Nishat Tasnim Esha, Farukuzzaman Faruk; "Uncovering Patterns of Depression in Engineering and Medical Students Using Machine Learning", IEEE, 2024
- 21. Tomal Tahsin Ahmmed, Md Farukuzzarnan Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Nasif Khansur, Anwar Hossain Efat, Md Rakib Hossain, Md Al Mamun; "Shallow Tuned DenseNet: A Lightweight Convolutional Neural Network Approach for Enhanced Skin Lesion Recognition", IEEE, 2024
- 22. Tirthankar Halder, Azmain Yakin Srizon, Nishat Tasnim Esha, SM Mahedy Hasan, Md Farukuzzaman Faruk, Md Rakib Hossain; "Enhancing Email Safety: Harnessing ML, DL, and LLM Models for Spam Detection", IEEE, 2024
- 23. Md Sakhawat Hossain, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain; "Optimizing Depth and Ego-Motion Estimation with Swin Transformer: A Comprehensive Study", IEEE, 2024
- 24. MD Mesbahuddin Hasib, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Anwar Hossain Efat, Md Rakib Hossain, Md Nasif Khansur; "Improved Skin Lesion Detection with Double Layer Concatenated DenseNet Using Transfer Learning and Attention Modules", IEEE, 2024
- 25. Mostafizur Rahman, Shuvam Agarwala, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md N asif Khansur; "A Cost-Effective Approach to Bengali Handwritten Character Recognition with Custom Convolutional Neural Network", IEEE, 2024
- 26. Shuvam Agarwala, Md Sumon Ali, Afifa Tasneem Quanita, ASM Shahiduzzaman Sajid, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan; "Precision Death Forecasting of Dengue Outbreaks in Bangladesh by Blending Statistical and Machine Learning Models", IEEE, 2024
- 27. Taifur Rahman, Md Farukuzzaman Faruk, Md Nasif Khansur, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Faruk Hossain; "3D CNN with Attention Modules for Enhanced COVID-19 and Pneumonia Screening from CT Scans", IEEE, 2024
- 28. Pranab Roy, Anwar Hossain Efat, SM Mahedy Hasan, Azmain Yakin Srizon, Md Rakib Hossain, Md Farukuzzaman Faruk, Md Al Mamun; "Multi-Scale Feature Fusion Framework Based on Attention Integrated Customized DenseNet201 Architecture for Multi-Class Skin Lesion Detection", IEEE, 2024
- 29. Jannatul Ferdaues, Md Muhaiminul Islam, Md Rakib Hossain, Farzana Akter, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Faruk Hossain; "The Design and Analysis of 5G mmWave Backhaul Communication Channels with Human Obstruction and Blockage Considerations", IEEE, 2024
- 30. SM Ruhan Kabir, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md Nasif Khansur, Md Mazharul Islam; "Student Distraction Detection and Concentration Analysis via Transfer Learned Convolutional Neural Networks", IEEE, 2024
- 31. Israt Jahan, Anwar Hossain Efat, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Rakib Hossain, Md Al Mamun; "An Explainable Deep Learning Framework for Multi-Class Skin Lesion Classification While Resolving Class Imbalance", IEEE, 2024
- 32. Sheikh Shraboni Akter, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Minhazul Islam; "Decoding Smart Grid Equilibrium: Insights from Machine Learning Models", IEEE, 2023
- 33. Tahsen Islam Sajon, Maria Chowdhury, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Abu Sayeed, A. F. M. Minhazur Rahman; "Recognition of Leukemia Sub-types Using Transfer Learning and Extraction of Distinguishable Features Using an Effective Machine Learning Approach", IEEE(ECCE 2023), 2023
- 34. Nahrin Jannat, S. M. Mahedy Hasan, Anwar Hossain Efat, Md Fakrul Taraque, Mostarina Mitu, Md. Al Mamun, Md. Farukuzzaman Faruk; "Stacking Ensemble Technique for Multiple Medical Datasets Classification: A Generalized Prediction Model", IEEE(ECCE 2023), 2023
- 35. Anirban Barai , Md. Farukuzzaman Faruk , Shakil Mahmud Shuvo , Azmain Yakin Srizon, SM Mahedy Hasan, Abu Sayeed; "A Late Fusion Deep CNN Model for the Classification of Brain Tumors from Multi-Parametric MRI Images", IEEE(NCIM-2023), 2023
- 36. Sheikh Fazle Rabbi, Md Al Mamun, Md Farukuzzaman Faruk, SM Mahedy Hasan, Azmain Yakin Srizon; "A Multi-branch and Attention Based CNN Architecture for the Classification of Retinal Diseases from OCT Images", IEEE, 2023
- 37. Md Nazmul Islam, Md Al Mamun, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Barsha Roy; "Spatial Attention-guided Deep Learning for Accurate Kidney Disease Classification in CT Scans", IEEE, 2023
- 38. Farjana Islam, Md Farukuzzaman Faruk, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Rakib Hossain, Md Al Mamun, Md Nazmul Islam, Md Faruk Hossain; "An Investigation of Hyperparameters Optimization and Feature Reduction Techniques: Predicting Airline Passenger Satisfaction Using Machine Learning Models", IEEE, 2023
- 39. Md Sabbir Hossain, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Shariful Chowdhury, Md Rakib Hossain, Md Nazmul Islam, Md Faruk Hossain; "A Customized 3D CNN Integrated with Convolutional Block Attention Module for Precise Diagnosis of COVID-19 and Pneumonia from CT Scan Images", IEEE, 2023
- 40. Azmain Yakin Srizon, Ananya Sarker, Md Al Mamun, Md Farukuzzaman Faruk, SM Mahedy Hasan; "Enhancing Waste Categorization Using Ensemble of Transfer Learning and Light-Weight Convolutional Neural Network", IEEE, 2023
- 41. Nahrin Jannat, SM Mahedy Hasan, Azmain Yakin Srizon, Mahjabin Oishe, Anwar Hossain Efat, Md Fakrul Taraque, Mostarina Mitu, Md Farukuzzaman Faruk; "Efficient Detection of Crop Leaf Diseases: A Lightweight Convolutional Neural Network Approach for Enhanced Agricultural Productivity", IEEE, 2023
- 42. Soumik Datta, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Rakib Hossain, Anwar Hossain Efat, Mostarina Mitu; "Improved Diabetes Prediction with Reduced Feature Sets: Evaluating Feature Selection Techniques in Machine Learning", IEEE, 2023
- 43. Rezwanul Haque, SM Mahedy Hasan, Azmain Yakin Srizon, Anwar Hossain Efat, Md Farukuzzaman Faruk, Mahjabin Oishe, Nahrin Jannat, Mostarina Mitu; "Evaluating the Efficacy of Feature Selection Methods in Cardiovascular Disease Prediction with Machine Learning", IEEE, 2023
- 44. Md Hedayatul Islam, Md Rakib Hossain, Farzana Akter, Azmain Yakin Srizon, SM Mahedy Hasan, Md Farukuzzaman Faruk, Md Minhazul Islam; "Enhanced Brain Tumor Segmentation: A Study on the Efficacy of Multi-Model Ensembling Utilizing Diverse Backbones", IEEE, 2023
- 45. Md Minhazul Islam, SM Mahedy Hasan, Md Rakib Hossain, Azmain Yakin Srizon, Farzana Akter, Md Farukuzzaman Faruk, Sheikh Shraboni Akter; "Channel Attention-Guided Lightweight CNN Meets Extreme Learning Machine: Multi-Class Crop Leaf Disease Classification with Explainable AI", IEEE, 2023
- 46. Shahriar Emon, Md Rakib Hossain, SM Mahedy Hasan, Azmain Yakin Srizon, Farzana Akter, Md Farukuzzaman Faruk, Md Shakib Hossain; "Prediction of Medical Insurance Costs: A SHAP-Enhanced Predictive Analysis for Transparency and Interpretability", IEEE, 2023
- 47. Md Shakib Hossain, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Hedayatul Islam; "Leveraging AI-Driven Strategies to Mitigate Employee Turnover in Commercial Industries", IEEE, 2023
- 48. Shadman Sakib, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Anindya Basak; "Predictive Analytics in Agriculture: Unraveling the Determinants of Crop Yield with Machine Learning", IEEE, 2023
- 49. Anindya Basak, Farzana Akter, Md Rakib Hossain, Azmain Yakin Srizon, SM Mahedy Hasan, Md Farukuzzaman Faruk, Shadman Sakib; "A Novel CNN-BiLSTM Fusion Model for Robust Age Estimation from Facial Images", IEEE, 2023
- 50. Md Minhazul Islam, Tanbeer Jubaer, Azmain Yakin Srizon, Md Rakib Hossain, SM Mahedy Hasan, Md Farukuzzaman Faruk, AFM Minhazur Rahman; "Navigating Bengali Linguistics: Insights from Machine and Deep Learning Perspectives for Categorization of Sentences", IEEE, 2023
- 51. SM Mahedy Hasan, Md Al Mamun, Md Farukuzzaman Faruk, Azmain Yakin Srizon; "Ensemble of Deep Convolutional Neural Networks for Multi-Class Skin Lesion Recognition Using Soft Attention", IEEE, 2023
- 52. M. S. I. Shopnil, S. M. M. Hasan, A. Y. Srizon and M. F. Faruk; "Post-Pandemic Sentiment Analysis Based on Twitter Data Using Deep Learning", IEEE, 2022
- 53. Md. Farukuzzaman Faruk, Md. Rabiul Islam and Emrana Kabir Hashi; "Screening Pathological Abnormalities in Gastrointestinal Images Using Deep Ensemble Transfer Learning", IEEE, 2022
- 54. Protiva Ahammed, Md. Farukuzzaman Faruk, Nasif Raihan and Mrinmoy Mondal; "Inception V3 Based Transfer Learning Model for the Prognosis of Acute Lymphoblastic Leukemia from Microscopic Images", IEEE, 2022
- 55. A. Y. Srizon, S. M. M. Hasan, M. F. Faruk, A. Sayeed and M. A. Hossain; "Human Activity Recognition Utilizing Ensemble of Transfer-Learned Attention Networks and a Low-Cost Convolutional Neural Architecture", IEEE, 2022
- 56. Mrinmoy Mondal; Md. Farukuzzaman Faruk; Nasif Raihan; Protiva Ahammed; "Deep Transfer Learning Based Multi-Class Brain Tumors Classification Using MRI Images", IEEE, 2021
- 57. Md. Farukuzzaman Faruk; "ResidualCovid-Net: An Interpretable Deep Network to Screen COVID-19 Utilizing Chest CT Images", IEEE, 2021
- 58. Farukuzzaman Faruk; "RGU-Net: Residual Guided U-Net Architecture for Automated Segmentation of COVID-19 Anomalies Using CT Images", IEEE, 2021
- 59. Farukuzzaman Faruk; "VGGCovidNet: A Deep Convolutional Neural Network to Predict COVID-19 Cases from X-Ray Images", IEEE, 2021
- 60. Abu Sayeed, Abdul Alim, Ali Hossain & Md. Farukuzzaman Faruk; "Target Class Oriented Subspace Detection for Hyperspectral Image Classification by Using Mutual Information and Cross Cumulative Residual Entropy", IEEE, 2020
- 61. Md. Ahsan Habib Raj , Md. Al Mamun & Md. Farukuzzaman Faruk; "CNN Based Diabetic Retinopathy Status Prediction Using Fundus Images", IEEE, 2020
- 62. Md. Farukuzzaman Faruk and Abu Sayeed; "K-mer Based DNA Methylation Status Prediction Using Support Vector Machine", IEEE, 2019