Publications
1) Heart Disease Prediction through Enhanced Machine Learning and Feature Selection
Venue: 2024 IEEE 10th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA), Indonesia
Highlights: Feature selection (Correlation Matrix, LASSO) + Random Forest → 97.48% accuracy
DOI: [10.1109/ICSIMA62563.2024.10675564]
2) Optimizing Facial Recognition: Traditional vs Deep Learning Approaches
Venue: 2024 International Conference on Data Science and Its Applications (ICoDSA), Indonesia
Highlights: Compared PCA, SVM, CNN, MobileNet transfer learning
DOI: [10.1109/ICoDSA62899.2024.10651632]
3) A Novel Ensemble-Based Deep Learning Model for Kidney Disease Diagnosis
Journal: Advances in Artificial Intelligence and Machine Learning, 05(01):3425–3445
Highlights: ViT, InceptionNetV2, MobileNetV2, EfficientNetV2; Vision Transformer highest accuracy
DOI: [10.54364/AAIML.2025.51196]