Book Chapters (1)
- 1. SM Mahedy Hasan, Md Fazle Rabbi, Arifa Islam Champa, Md Rifat Hossain, Md Asif Zaman; "Machine Learning-based Models for Predicting Autism Spectrum Disorders", Chapman and Hall/CRC, 2023
Journal Articles (1)
- 1. S. M. Mahedy Hasan, Md. Palash Uddin, Md. Al Mamun, Muhammad Imran Sharif, Anwaar Ulhaq, Govind Krishnamoorthy; "A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders", IEEE Access, 2022
Conference Papers (18)
- 1. 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", 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE), 2023
- 2. 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", 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE), 2023
- 3. Soumik Datta, S. M. Mahedy Hasan, Mostarina Mitu, Md Fakrul Taraque, Nahrin Jannat, Anwar Hossain Efat; "Hyperparameter-Tuned Machine Learning Models for Complex Medical Datasets Classification", 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE), 2023
- 4. Anwar Hossain Efat, S. M. Mahedy Hasan, Nahrin Jannat, Mostarina Mitu, Md Fakrul Taraque, Shahriar Ferdous, Soumik Datta; "Inquisition of The Support Vector Machine Classifier in Association with Hyper-parameter Tuning: A Disease Prognostication Model", IEEE (Accepted), 2022
- 5. Md Fakrul Taraque, S. M. Mahedy Hasan, Nahrin Nipun, Anwar Hossain Efat, Mostarina Mitu, Soumik Datta, Shahriar Ferdous; "Early Stage Prediction of Autism Spectrum Disorder: Analyzing Different Hyperparameter Tuned Machine Learning Classifier", IEEE (Accepted), 2022
- 6. MD Shamiul Islam Shopnil, S. M. Mahedy Hasan, Md. Azmain Yakin Srizon, Md. Farukuzzaman Faruk; "Post-Pandemic Sentiment Analysis Based on Twitter Data Using Deep Learning", IEEE-2022 25th International Conference on Computer and Information Technology (ICCIT), 2022
- 7. Azmain Yakin Srizon, S. M. Mahedy Hasan, Md. Farukuzzaman Faruk , Abu Sayeed§ and Md. Ali Hossain; "Human Activity Recognition Utilizing Ensemble of Transfer-Learned Attention Networks and a Low-Cost Convolutional Neural Architecture", IEEE-2022 25th International Conference on Computer and Information Technology (ICCIT), 2022
- 8. Md Fatin Faiaz Isty, S. M. Mahedy Hasan, MD Shamiul Islam Shopnil; "Performance Analysis of Hybrid Deep Learning Models in Sarcasm Classification", IEEE-2022 25th International Conference on Computer and Information Technology (ICCIT), 2022
- 9. M. A. Rahman, Md Rakib Hossain, S. M. Mahedy Hasan; "The Development of an Image Searching Method by a Content Based Image Retrieval System", IEEE (Accepted), 2022
- 10. Fazle Rabbi, Mahedy Hasan, AI Champa, Rifat Hossain, Asif Zaman; "A Convolutional Neural Network Model for Screening COVID-19 Patients Based on CT Scan Images", Springer-Proceedings of the International Conference on Big Data, IoT, and Machine Learning: BIM 2021, 2022
- 11. S. M. Mahedy Hasan, Md. Fazle Rabbi, Arifa Islam Champa, Md. Asif Zaman; "A Comparative Study of Classification Approaches for COVID-19 Prediction", IEEE-2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), 2021
- 12. Md. Fazle Rabbi, S. M. Mahedy Hasan, Arifa Islam Champa, Md. Asif Zaman; "A Convolutional Neural Network Model for Early-Stage Detection of Autism Spectrum Disorder", IEEE-2021 international conference on information and communication technology for sustainable development (icict4sd), 2021
- 13. Arifa Islam Champa, Md Fazle Rabbi, S. M. Mahedy Hasan, Md. Asif Zaman; "Tree-Based Classifier for Hyperspectral Image Classification via Hybrid Technique of Feature Reduction", IEEE-2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), 2021
- 14. Arifa Islam Champa, S. M. Mahedy Hasan, Md Atikur Rahman, Md Fazle Rabbi; "Hybrid Technique for Classification of Hyperspectral Image Using Quadratic Mutual Information", IEEE-2020 IEEE Region 10 Symposium (TENSYMP), 2020
- 15. S. M. Mahedy Hasan, Md. Fazle Rabbi, Arifa Islam Champa, Md. Asif Zaman; "A Machine Learning-Based Model for Early Stage Detection of Diabetes", IEEE-2020 23rd International Conference on Computer and Information Technology (ICCIT), 2020
- 16. Md. Fazle Rabbi, S. M. Mahedy Hasan, Arifa Islam Champa, Md. Asif Zaman; "An Effective Diabetes Prediction System Using Machine Learning Techniques", IEEE-2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT), 2020
- 17. Md Fazle Rabbi, SM Mahedy Hasan, Arifa Islam Champa, Md AsifZaman, Md Kamrul Hasan; "Prediction of liver disorders using machine learning algorithms: a comparative study", IEEE-2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT), 2020
- 18. SMM Hasan, MA Mamun, MP Uddin, MA Hossain; "Comparative Analysis of Classification Approaches for Heart Disease Prediction", IEEE-2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), 2018