N S Koti Mani Kumar Tirumanadham

Improving predictive performance in e-learning through hybrid 2-tier feature selection and hyper parameter-optimized 3-tier ensemble modeling

N S Koti Mani Kumar Tirumanadham, S. Thaiyalnayaki, M. S. Sriram · International Journal of Information Technology · 2024 · 55 citations

Computing, Data Science, E-learning +15

Enhanced feature selection and ensemble learning for cardiovascular disease prediction: hybrid GOL2-2 T and adaptive boosted decision fusion with babysitting refinement

S. Phani Praveen, Mohammad Kamrul Hasan, Siti Norul Huda Sheikh Abdullah et al. · Frontiers in Medicine · 2024 · 50 citations · Full text

Computing, Computer Science, Data Science +17

Robust Heart Disease Prediction: A Hybrid Approach to Feature Selection and Model Building

Chandra Shikhi Kodete, Vikram Pasupuleti, Bharadwaj Thuraka et al. · 2024 · 32 citations

Computing, Cardiology, Data Science +17

Optimizing Diabetes Diagnosis: HFM with Tree-Structured Parzen Estimator for Enhanced Predictive Performance and Interpretability

S. S., Kachapuram Basava Raju, S. Phani Praveen et al. · Fusion Practice and Applications · 2025 · 30 citations

Computing, Computer Science, Data Science +17

Enhancing Predictive Model Performance through Comprehensive Pre-processing and Hybrid Feature Selection: A Study using SVM

Bharadwaj Thuraka, Vikram Pasupuleti, Chandra Shikhi Kodete et al. · 2024 · 29 citations

Computing, Data Science, Feature Engineering +15