Article

Mahamud, Eram and Assaduzzaman, Md and Islam, Jahirul and Fahad, Nafiz and Hossen, Md Jakir and Ramanathan, Thirumalaimuthu Thirumalaiappan (2025) Enhancing Alzheimer's disease detection: An explainable machine learning approach with ensemble techniques. Intelligence-Based Medicine, 11. p. 100240. ISSN 26665212

Ramanathan, Thirumalaimuthu Thirumalaiappan and Hossen, Md. Jakir (2025) Incremental learning based fuzzy reasoning approach for diagnosis of thyroid disease. Bulletin of Electrical Engineering and Informatics, 14 (4). pp. 2793-2806. ISSN 2089-3191

Hossen, Md. Jakir and Ramanathan, Thirumalaimuthu Thirumalaiappan and Al Mamun, Abdullah Sarwar (2024) An Ensemble Feature Selection Approach-Based Machine Learning Classifiers for Prediction of COVID-19 Disease. International Journal of Telemedicine and Applications, 2024. pp. 1-10. ISSN 1687-6415

Hossen, Md. Jakir and Mohd Zebaral Hoque, Jesmeen and Ab Aziz, Nor Azlina and Ramanathan, Thirumalaimuthu Thirumalaiappan and Emerson Raja, Joseph (2024) Unsupervised novelty detection for time series using a deep learning approach. Heliyon, 10 (3). e25394. ISSN 2405-8440

Ramanathan, Thirumalaimuthu Thirumalaiappan and Hossen, Md. Jakir and Sayeed, Md. Shohel (2022) Blockchain integrated multi-agent system for breast cancer diagnosis. Indonesian Journal of Electrical Engineering and Computer Science, 26 (2). p. 998. ISSN 2502-4752

Ramanathan, Thirumalaimuthu Thirumalaiappan and Hossen, Md. Jakir and Sayeed, Md. Shohel (2022) Naïve Bayes Based Multiple Parallel Fuzzy Reasoning Method For Medical Diagnosis. Journal of Engineering Science and Technology., 17 (1). 0472-0490. ISSN 1823-4690

Ramanathan, Thirumalaimuthu Thirumalaiappan and Hossen, Md. Jakir and Sayeed, Md. Shohel and Emerson Raja, Joseph (2022) A deep learning approach based on stochastic gradient descent and least absolute shrinkage and selection operator for identifying diabetic retinopathy. Indonesian Journal of Electrical Engineering and Computer Science, 25 (1). pp. 589-600. ISSN 2502-4752

Conference or Workshop Item

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.

Thesis

Ramanathan, Thirumalaimuthu Thirumalaiappan (2023) Hybrid fuzzy method based secured multi-agent system for medical diagnosis. PhD thesis, Multimedia University.