Article

Karim, Sara and Tusher, Ekramul Haque and Rahman, Abdur and Rabbi, Riadul Islam and Anwar, K. O. and Othman, Khair Razlan (2026) Revolutionizing nanosatellites’ data integrity with SEEnet: A real-time ensemble learning approach for Single-Event Effect (SEE) prediction. PLOS One, 21 (4). e0347344. ISSN 1932-6203

Rabbi, Riadul Islam and Em, Poh Ping and Hossen, Md. Jakir (2026) Smart driving with AI: A review of CNN approaches to drowsiness detection. Array, 29. p. 100675. ISSN 2590-0056

Fahad, Nafiz and Rabbi, Riadul Islam and Benta Hasan, Sumayea and Sultana Prity, Fariya and Ahmed, Rasel and Ahmed, Farhana and Hossen, Md. Jakir and Liew, Tze Hui and Sayeed, Md. Shohel and Goh, Kah Ong Michael (2025) Generative AI in clinical (2020–2025): a mini-review of applications, emerging trends, and clinical challenges. Frontiers in Digital Health, 7. ISSN 2673-253X

Rabbi, Riadul Islam and Tusher, Ekramul Haque and Hasan, Mahmudul and Islam, Md Rashedul (2025) Application of Machine Learning Techniques in the Analysis of Sustainable Energy Finance. International Series in Operations Research and Management Science, 367. pp. 227-249. ISSN 0884-8289

Eabne Delowar, Khaled and Uddin, Mohammed Borhan and Khaliluzzaman, Md and Rabbi, Riadul Islam and Hossen, Md. Jakir and Hossen, M. Moazzam (2025) PolyNet: A self-attention based CNN model for classifying the colon polyp from colonoscopy image. Informatics in Medicine Unlocked, 56. p. 101654. ISSN 2352-9148

Book Section

Tusher, Ekramul Haque and Md Akbar, Jalal Uddin and Rabbi, Riadul Islam and Hasan, Mahmudul (2025) Energy Forecasting Utilizing CNN-LSTM Attention Mechanism: Empirical Evidence from the Spanish Electricity Market. In: Machine Learning Technologies on Energy Economics and Finance. Springer, pp. 51-72. ISBN 978-3-031-95098-8, 978-3-031-95099-5

Conference or Workshop Item

Sen, Anik and Noman, Abdullah Yousuf and Rabbi, Riadul Islam and Hossen, Md. Jakir and Kumkum, Ananna Rashid (2026) Fake news detection: An introduction of hybrid machine learning model outperforming conventional classifiers. In: 5th International Conference on Mathematics, Engineering and Industrial Applications, ICoMEIA 2024, 26 October 2024 - 27 October 2024, Kedah.

Prity, Fariya Sultana and Fahad, Nafiz and Ahmed, Rasel and Morol, Md. Kishor and Goh, Kah Ong Michael and Sadib, Ridwan Jamal and Hossen, Md. Jakir and Nawshad, Nadim and Hamid, Md Abdul and Sen, Anik and Rabbi, Riadul Islam and Rahman, Kazi Ashikur (2025) Advancements in human movement monitoring: A comprehensive approach leveraging deep learning and machine learning techniques. In: 4th International Conference on Computer, Information Technology and Intelligent Computing, CITIC 2024, 23 July 2024 - 25 July 2024, Virtual, Online.

Rabbi, Riadul Islam and Sen, Anik and Tusher, Ekramul Haque and Fahad, Nafiz and Liew, Tze Hui and Sharifuzzaman, Md and Hasan, Rifat Md Iftakhar and Ramanathan, Thirumalaimuthu Thirumalaiappan (2025) Towards Precision Public Health: Advancing Obesity Prediction with Machine Learning Algorithms. In: 2025 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT), 03-05 July 2025, Bali, Indonesia.

Shahriar, Muhammad Muhtasim and Golam Hafiz, M. M. and Rabbi, Riadul Islam and Liew, Tze Wei and Tarin, Fatema Mostafa and Haque Tusher, Ekramul (2025) Comparative Analysis of Deep Learning Architectures for Brain Tumor Classification using MRI Images. In: 8th 2025 International Conference on New Media Studies, CONMEDIA 2025, 14 October 2025 - 17 October 2025, Malacca, Malaysia.

Hoque Sawon, Md Saimul and Chakraborty, Shuvo and Rabbi, Riadul Islam and Liew, Tze Hui and Tushe, Ummay Ayman and Haque Tusher, Ekramul (2025) A Comparative Analysis of Machine Learning Algorithms for Spam Email Classification with Explainable AI Insights. In: 8th 2025 International Conference on New Media Studies, CONMEDIA 2025, 14 October 2025 - 17 October 2025, Malacca, Malaysia.

Rabbi, Riadul Islam and Em, Poh Ping and Hossen, Jakir (2025) Driver Drowsiness Detection Using Real-Time Heart Rate Variability Data. In: 15th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2025, 24 May 2025 - 25 May 2025, Penang.

Chakraborty, Shuvo and Tusher, Ekramul Haque and Rabbi, Riadul Islam and Liew, Tze Hui and Shorif, Md Hasan and Hossain, Mohammad Imtiaz (2025) Explainability-Driven Comparison of Machine Learning Approaches for Breast Cancer Classification. In: 2025 8th International Conference on New Media Studies (CONMEDIA), 14-17 October 2025, Malacca, Malaysia.

Kumkum, Ananna Rashid and Sen, Anik and Noman, Abdullah Yousuf and Majumder, Prajukta and Liew, Tze Hui and Fahad, Nafiz and Miah, Md. Saef Ullah and Rabbi, Riadul Islam and Hossen, Md. Jakir (2025) From Data to Diagnosis: Applying Machine Learning Model for Reliable Heart Disease Prediction. In: 2025 5th Asia Conference on Information Engineering (ACIE), 10-12 January 2025, Phuket, Thailand.

Rabbi, Riadul Islam and Em, Poh Ping and Hossen, Jakir (2025) Heart Rate Variability-Based Driver Drowsiness Detection Using Recurrent Neural Networks. In: 2025 Multimedia University Engineering Conference, MECON 2025, 21 July 2025 - 23 July 2025, Cyberjaya, Malaysia.

Mohajan, Aritra and Fahim, Abu Monsur Mohammad and Tushe, Ummay Ayman and Rabbi, Riadul Islam and Tusher, Ekramul Haque and Liew, Tze Hui (2025) Hybrid CNN-XGBoost Framework for Interpretable ECG Arrhythmia Classification with SHAP-based Analysis. In: 2025 8th International Conference on New Media Studies (CONMEDIA), 14-17 October 2025, Malacca, Malaysia.

Misbah, Iftu and Shakib, Md. Ibrahim and Islam, Mobinul and Rabbi, Riadul Islam and Othman, Khair Razlan (2025) IoMT-Based Web Application with Machine learning for Real-Time Detection and Monitoring of COVID-19 Patients. In: 2025 Multimedia University Engineering Conference, MECON 2025, 21 July 2025 - 23 July 2025, Cyberjaya, Malaysia.

Fahim, Abu Monsur Mohammad and Rifat, Md Faisal Hoque and Tushe, Ummay Ayman and Rabbi, Riadul Islam and Tusher, Ekramul Haque and Liew, Tze Hui (2025) A Novel Three-Tier Driver Drowsiness Detection Framework Using Stress-Proxy HRV Analysis. In: 8th 2025 International Conference on New Media Studies, CONMEDIA 2025, 14 October 2025 - 17 October 2025, Malacca, Malaysia.

Sharifuzzaman, Md and Fahad, Nafiz and Rabbi, Riadul Islam and Sadib, Ridwan Jamal and Haque Tusher, Ekramul and Liew, Tze Hui and Naimul Islam, Mohammad and Ullah Miah, Md Saef and Hossen, Md. Jakir (2025) Optimized Machine Learning Models and Stacking Hybrid Approach for Chronic Kidney Disease Prediction. In: 21st IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2025, 26 -29 June 2025, Limassol, Cyprus.