Article

Rochy, Esmay Azam and Ferdaus, Jannatul and Biswas, Uzzal and Tiang, Jun Jiat and Nahid, Abdullah-Al (2026) A Metaheuristic-Optimized Feature Selection for Early-Stage Diabetes Prediction With SHAP-Guided Insight into Influential Attributes. Journal of Computer Science, 22 (2). pp. 540-551. ISSN 1549-3636

Shrestha, Keshika and Sarker, Proshenjit and Tiang, Jun Jiat and Nahid, Abdullah-Al (2026) Metaheuristic-based gallstone classification using rotational forest explained with SHAP. Frontiers in Digital Health, 7. ISSN 2673-253X

Das, Prosenjit and Sarker, Proshenjit and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Dengue Fever Classification Integrating Bird Swarm Algorithm with Gradient Boosting Classifier Along with Feature Selection and SHAP–DiCE Based Interpretability. Applied Sciences, 15 (21). p. 11413. ISSN 2076-3417

Rahman, Fatima and Hossain, Sheyum and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Diabetes Prediction Using Feature Selection Algorithms and Boosting-Based Machine Learning Classifiers. Diagnostics, 15 (20). p. 2622. ISSN 2075-4418

Naim, S M and Das, Prosenjit and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Aquaculture Water Quality Classification Using XGBoost Classifier Model Optimized by the Honey Badger Algorithm with SHAP and DiCE-Based Explanations. Water, 17 (20). p. 2993. ISSN 2073-4441

Das, Prosenjit and Sarker, Proshenjit and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Breast Cancer Prediction Using Rotation Forest Algorithm Along with Finding the Influential Causes. Bioengineering, 12 (10). p. 1020. ISSN 2306-5354

Sarker, Proshenjit and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Dengue Fever Detection Using Swarm Intelligence and XGBoost Classifier: An Interpretable Approach with SHAP and DiCE. Information (Switzerland), 16 (9). pp. 1-33. ISSN 2078-2489

Sarker, Proshenjit and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Gallstone Classification Using Random Forest Optimized by Sand Cat Swarm Optimization Algorithm with SHAP and DiCE-Based Interpretability. Sensors, 25 (17). p. 5489. ISSN 1424-8220

Guha, Antu Kumar and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Breast Cancer Classification Using Ensemble Voting: A Feature Selection Approach. International Journal of Advanced Computer Science and Applications, 16 (10). ISSN 2158-107X

Naim, SM and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Glioma Classification Using Harris Hawks-Driven Optimized Gradient Boosting Classifier Along with SHAP-Based Interpretability. International Journal of Advanced Computer Science and Applications, 16 (10). ISSN 2158-107X

Sarker, Proshenjit and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Metaheuristic-Driven Feature Selection for Human Activity Recognition on KU-HAR Dataset Using XGBoost Classifier. Sensors, 25 (17). p. 5303. ISSN 1424-8220

Shrestha, Keshika and Rifat, H. M. Jabed Omur and Biswas, Uzzal and Tiang, Jun Jiat and Nahid, Abdullah-Al (2025) Predicting the Recurrence of Differentiated Thyroid Cancer Using Whale Optimization-Based XGBoost Algorithm. Diagnostics, 15 (13). p. 1684. ISSN 2075-4418

Ferdaus, Jannatul and Rochy, Esmay Azam and Biswas, Uzzal and Tiang, Jun Jiat and Nahid, Abdullah-Al (2024) Analyzing Diabetes Detection and Classification: A Bibliometric Review (2000–2023). Sensors, 24 (16). p. 5346. ISSN 1424-8220

Raihan, Md. Johir and Labib, Mainul Islam and Jim, Abdullah Al Jaid and Tiang, Jun Jiat and Biswas, Uzzal and Nahid, Abdullah-Al (2024) Bengali-Sign: A Machine Learning-Based Bengali Sign Language Interpretation for Deaf and Non-Verbal People. Sensors, 24 (16). p. 5351. ISSN 1424-8220

Sikder, Niloy and Khan, Md. Al-Masrur and Bairagi, Anupam Kumar and Masud, Mehedi and Tiang, Jun Jiat and Nahid, Abdullah-Al (2024) Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images. Scientific Reports, 14 (1). ISSN 2045-2322

Jim, Abdullah Al Jaid and Rafi, Ibrahim and Tiang, Jun Jiat and Biswas, Uzzal and Nahid, Abdullah-Al (2024) KUNet-An Optimized AI Based Bengali Sign Language Translator for Hearing Impaired and Non Verbal People. IEEE Access, 12. pp. 155052-155063. ISSN 2169-3536

Tahsin, Tasfia and Mumenin, Khondoker Mirazul and Akter, Humayra and Tiang, Jun Jiat and Nahid, Abdullah-Al (2024) Machine Learning-Based Stroke Patient Rehabilitation Stage Classification Using Kinect Data. Applied Sciences, 14 (15). p. 6700. ISSN 2076-3417