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Author

Yuda Irawan

2 papers indexed here

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Open access Sep 2026

Adaptive Hybrid Stacking Ensemble Learning for Real-Time Forest Fire Risk Prediction

Forest and land fires remain a recurring environmental issue, particularly in regions with high climate variability such as Indonesia. This study proposes an Adaptive Hybrid Stacking Ensemble approach for real-time fire risk prediction by integrating meteorological data and IoT-based sensing systems. The model combines...

Yuda Irawan, Sarjon Defit, Rini Sovia · 0 citations
Open access Aug 2026

An Optimized Heterogeneous Stacking Ensemble with Hyperparameter Optimization for Multi Class Hypertension Risk Classification

The results demonstrate that the proposed framework provides both high predictive accuracy and strong interpretability, making it a promising solution for intelligent hypertension risk assessment and clinical decision support.

Novi Yona Sidratul Munti, Yuda Irawan, Muhammad Habib Yuhandri · 0 citations

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