Vol 6, No 4

December 2025

DOI: https://doi.org/10.47738/jads.v6i4

Early Access articles are intended to help authors get published as quickly as possible. Early Access articles are peer-reviewed and accepted for publication, but may not be fully edited or assigned to a publication issue or volume. All Early Access articles are fully citable as soon as they appear on the journal's website.

Table of Contents

Articles

Progressive Massive Fibrosis Detection Using Generative Adversarial Networks and Long Short-Term Memory
Suhendro Y. Irianto, Sri Karnila, M.S. Hasibuan, Deshinta Arrova Dewi, Tri Basuki Kurniawan, Hendra Kurniawan
Abstract: 33 Viewers 10.47738/jads.v6i4.707
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2298-2311
Enhancing Sustainable Biogas Generation Through a Real-Time Digital Twin of a Modular Bioreactor
Bauyrzhan Amirkhanov, Murat Kunelbayev, Sabina Issa, Gulshat Amirkhanova, Tomiris Nurgazy, Ainur Zhumasheva, Ongarbek Alipbeki
Abstract: 20 Viewers 10.47738/jads.v6i4.779
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2312-2331
Development of a Smart Lung Health Monitoring System Using Sensors and Data Analytics for Early Disease Detection
Gulnur Tyulepberdinova, Murat Kunelbayev, Gulshat Amirkhanova, Meruyert Sakypbekova, Saltanat Adilzhanova, Ardak Tolepberdinova
Abstract: 17 Viewers 10.47738/jads.v6i4.857
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2332-2350
Unsupervised Neural Networks for Breast Cancer Clustering: A Comparative Study of RBMs and SOMs with Interpretability Metrics
Mekki Soundes, Labdaoui Ahlam
Abstract: 21 Viewers 10.47738/jads.v6i4.860
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2351-2360
Structural Equation Modeling Factors That Influence Online Course Acceptance in University Students
Yuniansyah Yuniansyah, Febria Sri Handayani, Eka Hartati, Yarza Aprizal
Abstract: 23 Viewers 10.47738/jads.v6i4.863
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2361-2375
Spatio-Temporal Variation in Bus Service Satisfaction and Policy Implications: A Case-Based Study in an Emerging Urban Area
Nguyen Thi Ngoc Nga, Hai Nguyen Minh
Abstract: 14 Viewers 10.47738/jads.v6i4.879
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2376-2390
Digital Platform Utilization and ICT Literacy on Global Market Access among MSMEs: The Mediating Role of Digital Business Readiness and the Moderating Effect of Government Support
Yusmedi Nurfaizal, Arief Adhy Kurniawan, Hellik Hermawan, Dhanar Intan Surya Saputra, Siti Nahla Amalina, Luqyana Nida Hafshah
Abstract: 19 Viewers 10.47738/jads.v6i4.893
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2391-2406
Optimization of Machine Learning Models for Risk Prediction of DHF Spread to Support Management Strategies in Urban Areas
Yesica Devis, Muhamadiah Muhamadiah, Yulanda Yulanda, Yuda Irawan, Refni Wahyuni
Abstract: 17 Viewers 10.47738/jads.v6i4.898
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2407-2420
A Comparative Study of Machine Learning Approaches to Megathrust Earthquake Prediction in Subduction Zones
Wella Wella, Ririn Ikana Desanti, Suryasari Suryasari
Abstract: 12 Viewers 10.47738/jads.v6i4.904
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2421-2435
Clustering-Based Adaptive UX in E-Learning Systems: Aligning Microservices with the 4C Framework
Poetri Lestari Lokapitasari Belluano, Syaad Patmanthara, Muhammad Ashar, Fachrul Kurniawan, Gulsun Kurubacak
Abstract: 14 Viewers 10.47738/jads.v6i4.884
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2436-2448
A Data-Driven Mixed Integer Nonlinear Programming Model for Cost-Optimal Scheduling of Perishable Production and Workforce
Mimmy Sari Syah Putri, Herman Mawengkang, Saib Suwilo, Tulus Tulus
Abstract: 10 Viewers 10.47738/jads.v6i4.1019
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2449-2460
Air Pollution Forecasting in Almaty using Ensemble Machine Learning Models
Lyazat Naizabayeva, Gulbakyt Sembina, Alibek Aliman, Maxatbek Satymbekov, Nurgul Seilova
Abstract: 3 Viewers 10.47738/jads.v6i4.821
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2461-2476
AI-Driven Mobile Application for Self-Monitoring Personalized Premenstrual Symptoms and Risk Assessment of Depressive Crises in Female University Students
Pratya Nuankaew, Jidapa Sorat, Jindaporn Intajak, Jirapron Intajak, Wongpanya S. Nuankaew
Abstract: 8 Viewers 10.47738/jads.v6i4.881
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2477-2494
Application of Convolutional Neural Networks for Automated Iris Edge Detection in Sleepiness Monitoring during Blended Learning
Tukino Tukino, Yuhandri Yuhandri, Sumijan Sumijan
Abstract: 3 Viewers 10.47738/jads.v6i4.882
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2495-2516
Optimizing The XGBoost Model with Grid Search Hyperparameter Tuning for Maximum Temperature Forecasting
Sugiarto Sugiarto, I Gede Susrama Mas Diyasa, Denisa Septalian Alhamda, Rangga Laksana Aryananda, Allan Ruhui Fatmah Sari, Hanifudin Sukri, Deshinta Arrowa Dewi
Abstract: 3 Viewers 10.47738/jads.v6i4.885
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2517-2529
Moodle-based Blended Learning: Factors Influencing the Behavioral Intention of Undergraduate Students
Fayez Khazalah, Saif Addeen Alrababah, Ayman Mansour, Tarik Alafif
Abstract: 3 Viewers 10.47738/jads.v6i4.888
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2530-2548
A Data-Driven MINLP Approach for Enhancing Sustainability in Blockchain-Enabled e-Supply Chains
Afif Badawi, Syahril Efendi, Tulus Tulus, Herman Mawengkang
Abstract: 2 Viewers 10.47738/jads.v6i4.889
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2549-2564
Enhancing Autonomous Vehicle Navigation in Urban Traffic Using CNN-Based Deep Q-Networks
Agus Perdana Windarto, Solikhun Solikhun, Anjar Wanto
Abstract: 3 Viewers 10.47738/jads.v6i4.896
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2565-2581
Enhanced Detection of Consumer Behavioral Shifts in E-Commerce Platforms with Transformer-Based Algorithms
Rahmad B.Y Syah, Maricha Elveny, Soleh Darmansyah, Lia Silviana
Abstract: 2 Viewers 10.47738/jads.v6i4.907
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2582-2593
An Artificial Neural Network-Based Geo-Spatial Model for Real-Time Flood Risk Prediction Using Multi-Source High-Resolution Data
RZ Abdul Aziz, Ramadhan Nurpambudi, Riko Herwanto, Muhammad Said Hasibuan
Abstract: 3 Viewers 10.47738/jads.v6i4.913
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2594-2606
Stacking Ensemble with SMOTE for Robust Agricultural Commodity Price Prediction under Imbalanced Data
Yessica Siagian, Jeperson Hutahaean, Neni Mulyani
Abstract: 2 Viewers 10.47738/jads.v6i4.916
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2607-2622