Hendra Bunyamin

Hendra Bunyamin

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A Forgiven Sinner, an Associate Professor

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

The Use of Pre-trained Convolutional Neural Network Models for Seafood Classification

Published in Journal of Smart Technology and Engineering, 2026

Seafood allergies such as shrimp, crab, shellfish, and fish are common triggers of allergic reactions that can pose serious health risks. To address the challenge of identifying foods containing allergens, this study developed an image classification system based on Convolutional Neural Networks (CNN) using MobileNetV2 and EfficientNetV2-S architectures.

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Predicting Hospital Patient Readmission by Analyzing Electronic Health Record with Interpretable Machine Learning

Published in Eurasian Journal of Mathematical and Computer Applications, 2024

This research investigates predicting whether a patient will be readmitted or not based on historical data. We employ eleven machine learning algorithms, namely Logistic Regression (LR), Linear Discriminant Analysis (LDA), k-Nearest Neighbors (kNN), Naive Bayes (NB) [3], Decision Tree (DT), Support Vector Machines (SVM), Bagging Classifier (BC), Random Forest (RF), Extra Trees (ET), Adaboost (AB), and Stochastic Gradient Boosting (SGB). Additionally, we also investigate the most crucial features that have the most significant impact on predicting hospital readmissions.

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Conference Papers

Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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