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Md. Mamun Hossain

Assistant Professor — Department of Computer Science & Engineering

Md. Mamun Hossain

Assistant Professor - Department of Computer Science & Engineering

Email: mamun.h@bubt.edu.bd

Blood Group: B+

Professional Summary

To contribute to the advancement of knowledge and technology as a Researcher and Academician, by fostering a dynamic learning environment, engaging in impactful research in Machine Learning, IoT, and Robotics Embedded Systems, and guiding students toward academic and professional excellence.

Education

Secondary School Certificate (SSC)

Major: Science

Institute: Barisal

Passing Year: 0

Higher Secondary Certificate (HSC)

Major: Science

Institute: Govt. Science College. Dhaka

Passing Year: 0

Bachelor of Science in Engineering (B.Sc. Engr)

Major: Computer Science and Engineering

Institute: University of Chittagong

Passing Year: 0

Master of Science (MSc)

Major: Computer Science and Engineering

Institute: Military Institute of Science and Technology

Passing Year: 0

Academic Experience

Institute Department Position Year
Bangladesh University of Business and Technology - BUBT Computer Science and Engineering - CSE Assistant Professor 01 Jan 2023 - Till Date
Bangladesh University of Business and Technology - BUBT Computer Science and Engineering - CSE Lecturer 16 Oct 2017 - 31 Dec 2022

Professional Experience

Institute Department Position Year

Journal Papers

Md. Naimur Rahaman, Musthafezur Rahaman Chowdhury, Md. Ashiqur Rahman, Md. Mamun Hossain, Humayra Ahmed et al., "A Deep Learning Based Smartphone Application for Detecting Mango Diseases and Pesticide Suggestions, " In: International Journal of Computing and Digital Systems IJCDS, 13(1), 1273-1286 (2023-01-01) . http://dx.doi.org/10.12785/ijcds/1301104
Md Ashiqur Rahman, Humayra Ahmed, Md. Mamun Hossain, "An Integrated Hardware Prototype for Monitoring Gas leaks Fires and Remote control via Mobile Application, " In: International Journal of Advanced Computer Science and Applications IJACSA, 13(10), 833-840 (2022-01-01) . 10.14569/IJACSA.2022.0131099
Md. Mamun Hossain, Md. Ashiqur Rahman, Sudipto Chaki, Humayra Ahmed, Ahsanul Haque, Saifur Rahman et al., "Smart-Agri: A Smart Agricultural Management with IoT-ML-Blockchain Integrated Framework, " In: International Journal of Advanced Computer Science and Applications IJACSA, 14(7), 985-996 (2023-01-01) . 10.14569/IJACSA.2023.01407107
Sondip Poul Singha, Md. Mamun Hossain, Md. Ashiqur Rahman, & Nusrat Sharmin, "Investigation of graph-based clustering approaches along with graph neural networks for modeling armed conflict in Bangladesh. https:doi.org10.1007s41060-024-00572-3, " In: International Journal of Data Science and Analytics - Springer Nature, - 1-17 (2024-01-01) . https://doi.org/10.1007/s41060-024-00572-3
Md. Ashiqur Rahman, Md. Mamun Hossain, Sondip Poul Singh, Nusrat Sharmin, "Predicting Early ASD Traits of Adults and Toddlers Using Machine Learning and Deep Learning with Explainable AI and Optimization, " In: Neural Computing and Applications (NCAA), (2024-01-01) .
Md. Mamun Hossain, Md. Hasibur Rahman, Md. Ashiqur Rahman, Humayra Ahmed, "Machine Learning for Diagnosing Water Potability and Explainable AI for Contextual Insights, " In: Preprint, (2024-01-01) . 10.21203/rs.3.rs-4557533/v1
Md. Ashiqur Rahman, Humayra Ahmed, Md. Mamun Hossain, Sudipto Chaki, Taro Suzuki, Jungpil Shin & Muhammad Nazrul Islam, "Evaluating assistive apps for visually impaired users: Exploration of app features and design considerations, " In: Multimedia Tools and Applications, 85 244 (2026-01-01) . https://doi.org/10.1007/s11042-026-21446-9

Conference Papers

Md. Mamun Hossain, Atanu Shome, "Emotion Analysis on Banglish Used in Social Media", In: Proceedings of the Sustainable Development through Cross-Border Cooperation-2018, Rupnagar RA, Mirpur-2, Dhaka-1216, Bangladesh , 2018-10-08 2018-10-09,
Md. Mamun Hossain, Atanu Shome, "Emotion Analysis on Banglish Used in Social Media", In: Proceedings of the Sustainable Development through Cross-Border Cooperation-2018, Rupnagar RA, Mirpur-2, Dhaka-1216, Bangladesh , 2018-10-08 2018-10-09,
Md Ashfakur Rahman, Subhra prosun Paul, Mrinmoy Das, Md. Mamun Hossain, Rejwana Haque, Md. Atiqur Rahman, "Convolutional Neural Networks based multi-object recognition from a RGB image", In: Proceedings of the International Conference on Electrical, Computer and Communication Engineering (ECCE-2019), Coxs Bazar, Bangladesh , 2019-02-07 2019-02-09,
Md Ashfakur Rahman, Subhra prosun Paul, Mrinmoy Das, Md. Mamun Hossain, Rejwana Haque, Md. Atiqur Rahman, "Convolutional Neural Networks based multi-object recognition from a RGB image", In: Proceedings of the International Conference on Electrical, Computer and Communication Engineering (ECCE-2019), Coxs Bazar, Bangladesh , 2019-02-07 2019-02-09,
Md. Atiqur Rahman, Most. Jannatul Ferdous, Md. Mamun Hossain, Md Rashedul Islam, Mohamed Hamada, "A lossless speech signal compression technique", In: Proceedings of the International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), East West University, Jahurul Islam Ave,Dhaka 1212 , 2019-05-03 2019-05-05,
Md. Atiqur Rahman, Most. Jannatul Ferdous, Md. Mamun Hossain, Md Rashedul Islam, Mohamed Hamada, "A lossless speech signal compression technique", In: Proceedings of the International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), East West University, Jahurul Islam Ave,Dhaka 1212 , 2019-05-03 2019-05-05,
Rahaman, M. N., Biswas, M. S., Chaki, S., Hossain, M. M., Ahmed, S., & Biswas, M., "Lane detection for autonomous vehicle management PHT approach.", In: Proceedings of the 24th International Conference on Computer and Information Technology (ICCIT), North South University , 2021-12-18 2021-12-20,
Rahaman, M. N., Biswas, M. S., Chaki, S., Hossain, M. M., Ahmed, S., & Biswas, M., "Lane detection for autonomous vehicle management PHT approach.", In: Proceedings of the 24th International Conference on Computer and Information Technology (ICCIT), North South University , 2021-12-18 2021-12-20,
Md. Sadikul Amin Sadman, Nusrat Jahan Sumaiya, Md. Mamun Hossain, Md. Anwar Hussen Wadud, Md. Ashiqur Rahman, "Password Shield Ensuring Utmost Protection for Digital Credentials", In: Proceedings of the 26th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2023-12-13 2023-12-15,
Md. Sadikul Amin Sadman, Nusrat Jahan Sumaiya, Md. Mamun Hossain, Md. Anwar Hussen Wadud, Md. Ashiqur Rahman, "Password Shield Ensuring Utmost Protection for Digital Credentials", In: Proceedings of the 26th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2023-12-13 2023-12-15,
Rahat Tamzid, Ehfaz Faisal Mahee, Ashikur Rahman, Tahira Akhtar Tamanna, Muntasir Rahman, & Md. Mamun Hossain, "Intelligent Route Planning for Post-Earthquake Rescues using IoT", In: Proceedings of the 6th International Conference on Electrical Engineering and Information & Communication Technology, Military Institute of Science and Technology (MIST , 2024-05-02 2024-05-04,
Rahat Tamzid, Ehfaz Faisal Mahee, Ashikur Rahman, Tahira Akhtar Tamanna, Muntasir Rahman, & Md. Mamun Hossain, "Intelligent Route Planning for Post-Earthquake Rescues using IoT", In: Proceedings of the 6th International Conference on Electrical Engineering and Information & Communication Technology, Military Institute of Science and Technology (MIST , 2024-05-02 2024-05-04,
Md. Golam Rabbani Abir, Uland Rozario, Mumtahina Ahmed, Samier Uddin Ahammad Shovo, K M Nafiur Rahman, Md. Mamun Hossain, "Particle Level Noise Removal Using Machine Learning and Graph Neural Networks A Comparative Study", In: Proceedings of the 27th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2024-12-19 2024-12-20,
Md. Golam Rabbani Abir, Uland Rozario, Mumtahina Ahmed, Samier Uddin Ahammad Shovo, K M Nafiur Rahman, Md. Mamun Hossain, "Particle Level Noise Removal Using Machine Learning and Graph Neural Networks A Comparative Study", In: Proceedings of the 27th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2024-12-19 2024-12-20,
Md. Rakibul Hasan, Sudipa Saha, Md. Mamun Hossain, "MARVIN an Intelligent Pet Robot A Convergence of IoT, Machine Learning, Computer Vision and NLP", In: Proceedings of the 27th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2024-12-19 2020-12-20,
Md. Rakibul Hasan, Sudipa Saha, Md. Mamun Hossain, "MARVIN an Intelligent Pet Robot A Convergence of IoT, Machine Learning, Computer Vision and NLP", In: Proceedings of the 27th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2024-12-19 2020-12-20,
Md. Mamun Hossain, Muhammad Nazrul Islam, "Down Syndrome Prediction from Facial Image Dataset using Explainable Deep Learning", In: Proceedings of the 2nd International Conference on Computing, Applications and Systems (COMPAS 2025), Kushtia, Bangladesh , 2025-10-23 2025-10-24,
Md. Mamun Hossain, Muhammad Nazrul Islam, "Down Syndrome Prediction from Facial Image Dataset using Explainable Deep Learning", In: Proceedings of the 2nd International Conference on Computing, Applications and Systems (COMPAS 2025), Kushtia, Bangladesh , 2025-10-23 2025-10-24,
Md. Moshiur Rahman, Shazzad Hossan, Md. Alamin Hossain, Aditho Adikary, Shakil Ahammad, Md. Mamun Hossain, "NeuroSmear An Explainable Deep Learning Technique for Malaria Parasite Detection from Blood Smear Images", In: Proceedings of the 2nd International Conference on Computing, Applications and Systems (COMPAS 2025), Kushtia, Bangladesh , 2025-10-23 2025-10-24,
Md. Moshiur Rahman, Shazzad Hossan, Md. Alamin Hossain, Aditho Adikary, Shakil Ahammad, Md. Mamun Hossain, "NeuroSmear An Explainable Deep Learning Technique for Malaria Parasite Detection from Blood Smear Images", In: Proceedings of the 2nd International Conference on Computing, Applications and Systems (COMPAS 2025), Kushtia, Bangladesh , 2025-10-23 2025-10-24,
Abdullah Al Mahmud Joy, Md Faizer Islam, Md. Mamun Hossain, "Ensemble Deep Learning for Brain Tumor Classification Using MRI A Comparative Study of CNN Architectures", In: Proceedings of the 2nd International Conference on Computing, Applications and Systems (COMPAS 2025), Kushtia, Bangladesh , 2025-10-23 2025-10-24,
Abdullah Al Mahmud Joy, Md Faizer Islam, Md. Mamun Hossain, "Ensemble Deep Learning for Brain Tumor Classification Using MRI A Comparative Study of CNN Architectures", In: Proceedings of the 2nd International Conference on Computing, Applications and Systems (COMPAS 2025), Kushtia, Bangladesh , 2025-10-23 2025-10-24,
Md. Mamun Hossain, Muhammad Nazrul Islam, "Deep Hybrid Facial Representation for Down Syndrome Screening Integrating Swin Transformers with Landmark Guidance", In: Proceedings of the 28th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2025-12-19 2025-12-21,
Md. Mamun Hossain, Muhammad Nazrul Islam, "Deep Hybrid Facial Representation for Down Syndrome Screening Integrating Swin Transformers with Landmark Guidance", In: Proceedings of the 28th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2025-12-19 2025-12-21,
Asif Ruhani, Meharaz Hossain, Mehedi Hasan, Hasibul Hasan Seyam, Shaikh Shafeen, and Md. Mamun Hossain, "Road Damage Classification in Bangladesh using Deep Learning Models", In: Proceedings of the 28th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2025-12-19 2026-01-21,
Asif Ruhani, Meharaz Hossain, Mehedi Hasan, Hasibul Hasan Seyam, Shaikh Shafeen, and Md. Mamun Hossain, "Road Damage Classification in Bangladesh using Deep Learning Models", In: Proceedings of the 28th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2025-12-19 2026-01-21,
Md. Mamun Hossain, Nusrat Kaniz Khan, "Integrating Country Clustering with Hybrid GraphSpectral Forecasting of Agri-Food CO2 Emissions A Bangladesh Case Study", In: Proceedings of the 28th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2025-12-19 2025-12-21,
Md. Mamun Hossain, Nusrat Kaniz Khan, "Integrating Country Clustering with Hybrid GraphSpectral Forecasting of Agri-Food CO2 Emissions A Bangladesh Case Study", In: Proceedings of the 28th International Conference on Computer and Information Technology (ICCIT), Coxs Bazar, Bangladesh , 2025-12-19 2025-12-21,
Mahbubul Islam, Md. Sahadat Hossain Sani, Md. Mamun Hossain,Md. Rakibul Hasan, & A B M Shawkat Ali, "Energy-Efficient IoT and Cloud Framework for Accurate and Scalable Hotel Occupancy Monitoring", In: Proceedings of the 11th IEEE International Conference on Sustainable Technology and Engineering, Washington University of Science and Tech., USA , 2025-12-02 2025-12-04,
Mahbubul Islam, Md. Sahadat Hossain Sani, Md. Mamun Hossain,Md. Rakibul Hasan, & A B M Shawkat Ali, "Energy-Efficient IoT and Cloud Framework for Accurate and Scalable Hotel Occupancy Monitoring", In: Proceedings of the 11th IEEE International Conference on Sustainable Technology and Engineering, Washington University of Science and Tech., USA , 2025-12-02 2025-12-04,
Md Shifat Hossain, Md Mehedi Hasan Kanok, Mehedi Hassan Eshan, Arifur Rahman, Md Parvez Hosen, Md. Mamun Hossain, "An IoT-Integrated Deep Learning Framework Enabling Edge-Intelligent Waste Segregation", In: Proceedings of the IEEE International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), Rajshahi-6204, Bangladesh , 2026-01-29 2026-01-31,
Md Shifat Hossain, Md Mehedi Hasan Kanok, Mehedi Hassan Eshan, Arifur Rahman, Md Parvez Hosen, Md. Mamun Hossain, "An IoT-Integrated Deep Learning Framework Enabling Edge-Intelligent Waste Segregation", In: Proceedings of the IEEE International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), Rajshahi-6204, Bangladesh , 2026-01-29 2026-01-31,
Abdullah Al Mahmud Joy, Md. Faizer Islam, Arifur Rahman, Md. Sunzid Islam, Md. Mamun Hossain, "XAI-Crop Explainable Counterfactual Crop Recommendation via Ensemble Learning", In: Proceedings of the IEEE International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), Rajshahi-6204, Bangladesh , 2026-01-29 2026-01-31,
Abdullah Al Mahmud Joy, Md. Faizer Islam, Arifur Rahman, Md. Sunzid Islam, Md. Mamun Hossain, "XAI-Crop Explainable Counterfactual Crop Recommendation via Ensemble Learning", In: Proceedings of the IEEE International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), Rajshahi-6204, Bangladesh , 2026-01-29 2026-01-31,
Sudipa Saha, Md. Rakibul Hasan, and Md. Mamun Hossain, "Enhancing Heuristic Evaluation with Council of LLMs A Usability Study of a Higher Education Portal", In: Proceedings of the IEEE International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), Rajshahi-6204, Bangladesh , 2026-01-29 2026-01-31,
Sudipa Saha, Md. Rakibul Hasan, and Md. Mamun Hossain, "Enhancing Heuristic Evaluation with Council of LLMs A Usability Study of a Higher Education Portal", In: Proceedings of the IEEE International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), Rajshahi-6204, Bangladesh , 2026-01-29 2026-01-31,

AWARDS AND RESEARCH GRANTS

Award Title Organization Award year Awardee Position Award Description