Vol. 10 No. 3 (2024): September

Articles

• Analysis Kernel and Feature: Impact on Classification Performance on Speech Emotion Using Machine Learning

  Jutono Gondohanindijo, Edi Noersasongko, Pujiono Pujiono, Muljono Muljono

  507-519

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• The Effectiveness of Data Imputations on Myocardial Infarction Complication Classification Using Machine Learning Approach with Hyperparameter Tuning

  Muhammad Itqan Mazdadi, Triando Hamonangan Saragih, Irwan Budiman, Andi Farmadi, Ahmad Tajali

  520-533

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• Reducing Overfitting in Neural Networks for Text Classification Using Kaggle's IMDB Movie Reviews Dataset

  Poningsih Poningsih, Agus Perdana Windarto, Putrama Alkhairi

  534-543

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• From Text to Truth: Leveraging IndoBERT and Machine Learning Models for Hoax Detection in Indonesian News

  Muhammad Yusuf Ridho, Evi Yulianti

  544-555

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• Implementation of Fisherface Algorithm for Eye and Mouth Recognition in Face-Tracking Mobile Robot

  Ahmad Zarkasi, Huda Ubaya, Kemahyanto Exaudi, Ades Harafi Duri

  556-565

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• Image-Based Position Control for Three-Wheel Omni-Directional Robot

  Sri Sukamta, Anan Nugroho, Subiyanto Subiyanto, Rizal Rezianto, Muhammad Febrian Soambaton, Agus Ardiyanto

  566-579

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• Comparative Analysis of Optimizer Effectiveness in GRU and CNN-GRU Models for Airport Traffic Prediction

  Willy Riyadi, Jasmir Jasmir

  580-593

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• Control and Navigation of Differential Drive Mobile Robot with PID and Hector SLAM: Simulation and Implementation

  Fahmizal Fahmizal, Matthew Sebastian Pratikno, Hidayat Nur Isnianto, Afrizal Mayub, Hari Maghfiroh, Pinto Anugrah

  594-607

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• A Comparative Study of Modern Activation Functions on Multi-Label CNNs to Predict Genres Based on Movie Posters

  Ahmad Zein Al Wafi, Anan Nugroho

  608-624

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• Optimizing Disaster Response: A Systematic Review of Time-Dependent Cumulative Vehicle Routing in Humanitarian Logistics

  Dedy Hartama, Wanayumini Wanayumini, Irfan Sudahri Damanik

  625-638

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• Optimization of YOLOv4-Tiny Algorithm for Vehicle Detection and Vehicle Count Detection Embedded System

  Rachmat Muwardi, Ivan Prasetyo Nugroho, Ketty Siti Salamah, Mirna Yunita, Rizky Rahmatullah, Gregorius Justin Chung

  639-648

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• GAMA CUTE: Development of a Web-based for Gadjah Mada Caring University for Thalassemia Exit Prediction Tool by Applying Machine Learning

  Dimas Chaerul Ekty Saputra, Afiahayati Afiahayati, Tri Ratnaningsih

  649-664

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