Dr L K SureshKumar, Ravi Uyyala, K. Srinivasa Chakravarthy, M. Sathya Devi and R. Suresh 2025. AN EXPLAINABLE ENSEMBLE LEARNING FRAMEWORK USING SHAP AND XGBOOST FOR EARLY PREDICTION OF HEART DISEASE FROM CLINICAL AND LIFESTYLE DATA. Utilitas Mathematica . 122, 1 (Jul. 2025), 2541–2554.