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Author

Vitri Tundjungsari

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Open access Aug 2026

Real-Time Halal Product Ingredient Classification based on Bilingual Text using Optical Character Recognition and One-Dimensional Convolutional Neural Network

Instant verification of halal status for food ingredients remains a significant challenge for Muslim consumers, particularly when facing complex compositions and foreign-language labels without internet access. This study aims to develop an offline, real-time mobile application for halal ingredient classification by im...

Muhammad Thohir, Muhammad Irfan Karim, Vitri Tundjungsari · 0 citations
Open access Jul 2026

The Implementation of Support Vector Machine and Naïve Bayes Algorithm to Predict Diabetes

The experimental results show that for the GNB model, the best performance was achieved using the combination of StandardScaler, SMOTE, and SelectKBest (k=5), reaching an accuracy of 94.53%, precision 98.36%, recall 90.91%, and f1-score 94.49%.

Joshua Roy Danna Lacanlale, Vitri Tundjungsari · 0 citations

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