Author

Rini Sovia

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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 · ECTI Transactions on Compute... · 0 citations

Review Open access Aug 2026

ANALISIS SENTIMEN ULASAN PENGGUNA APLIKASI IDENTITAS KEPENDUDUKAN DIGITAL MENGGUNAKAN SUPPORT VECTOR MACHINE RANDOM FOREST

The sentiment of IKD user reviews is analyzed and the effectiveness of Support Vector Machine (SVM) and Random Forest is compared to provide a data-driven basis for the Directorate General of Population and Civil Registration to prioritize feature improvements and enhance IKD service quality.

Atiqa Auliana Fitri, Y. Yuhandri, Rini Sovia · Journal of Science and Socia... · 0 citations