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Author

Yuliant Sibaroni

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Open access Sep 2026

A synthetic minority over-sampling–enhanced hybrid Indonesian bidirectional encoder representations from transformers–convolutional neural network model with cross-entropy optimization for imbalanced fake news detection in Indonesian online media

This study introduces a hybrid Indonesian Bidirectional Encoder Representations from Transformers-Convolutional Neural Network (IndoBERT-CNN) model enhanced through cross-entropy optimization, Word2Vec-based embedding refinement, and systematic imbalanced data handling using several Synthetic Minority Over-sampling var...

Yuliant Sibaroni, S. Prasetiyowati, Diyas Puspandari · 0 citations
Conference Jul 2026

Flood Event Classification Using Hybrid Random Forest and Deep Neural Network with Time-Based Feature Expansion

Floods are one of the most frequent natural disasters that occur in Indonesia, causing extensive damage to roads, bridges, and homes while severely disrupting daily life and economic stability. This paper proposes a flood prediction-classification model that learns using a hybrid architecture of two machine learning al...

Ricky Mario Butar-Butar, Sri Suryani Prasetyowati, Yuliant Sibaroni · 0 citations

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