Article

Reddy, K.V.V. and Elamvazuthi, I. and Aziz, A.A. and Paramasivam, S. and Chua, H.N. and Pranavanand, S. (2023) An Efficient Prediction System for Coronary Heart Disease Risk Using Selected Principal Components and Hyperparameter Optimization. Applied Sciences (Switzerland), 13 (1).

Reddy, K.V.V. and Elamvazuthi, I. and Aziz, A.A. and Paramasivam, S. and Chua, H.N. and Pranavanand, S. (2021) Heart disease risk prediction using machine learning classifiers with attribute evaluators. Applied Sciences (Switzerland), 11 (18). ISSN 20763417

Conference or Workshop Item

Karna, V.V.R. and Paramasivam, S. and Elamvazuthi, I. and Chua, H.N. and Aziz, A.A. and Satyamurthy, P. (2022) Novel Feature Engineering for Heart Disease Risk Prediction Using Optimized Machine Learning. In: UNSPECIFIED.

Reddy, K.V.V. and Elamvazuthi, I. and Aziz, A.A. and Paramasivam, S. and Chua, H.N. (2021) Heart Disease Risk Prediction using Machine Learning with Principal Component Analysis. In: UNSPECIFIED.

Reddy, K.V.V. and Elamvazuthi, I. and Aziz, A.A. and Paramasivam, S. and Chua, H.N. and Pranavanand, S. (2021) Prediction of Heart Disease Risk Using Machine Learning with Correlation-based Feature Selection and Optimization Techniques. In: UNSPECIFIED.

Reddy, K.V.V. and Elamvazuthi, I. and Aziz, A.A. and Paramasivam, S. and Chua, H.N. and Pranavanand, S. (2021) Rotation Forest Ensemble Classifier to Improve the Cardiovascular Disease Risk Prediction Accuracy. In: UNSPECIFIED.