Author

Diyas Puspandari

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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 · PeerJ Computer Science · 0 citations