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Home > Archives > Vol 6, No 4

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

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: 126 Viewers 10.47738/jads.v6i4.707

PDF 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: 104 Viewers 10.47738/jads.v6i4.779

PDF 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: 97 Viewers 10.47738/jads.v6i4.857

PDF 2332-2350

Unsupervised Neural Networks for Breast Cancer Clustering: A Comparative Study of RBMs and SOMs with Interpretability Metrics Mekki Soundes, Labdaoui Ahlam Abstract: 85 Viewers 10.47738/jads.v6i4.860

PDF 2351-2360

Structural Equation Modeling Factors That Influence Online Course Acceptance in University Students Yuniansyah Yuniansyah, Febria Sri Handayani, Eka Hartati, Yarza Aprizal Abstract: 100 Viewers 10.47738/jads.v6i4.863

PDF 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: 76 Viewers 10.47738/jads.v6i4.879

PDF 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: 104 Viewers 10.47738/jads.v6i4.893

PDF 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: 81 Viewers 10.47738/jads.v6i4.898

PDF 2407-2420

A Comparative Study of Machine Learning Approaches to Megathrust Earthquake Prediction in Subduction Zones Wella Wella, Ririn Ikana Desanti, Suryasari Suryasari Abstract: 96 Viewers 10.47738/jads.v6i4.904

PDF 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: 71 Viewers 10.47738/jads.v6i4.884

PDF 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: 94 Viewers 10.47738/jads.v6i4.1019

PDF 2449-2460

Air Pollution Forecasting in Almaty using Ensemble Machine Learning Models Lyazat Naizabayeva, Gulbakyt Sembina, Alibek Aliman, Maxatbek Satymbekov, Nazym Barlykbay, Nurgul Seilova Abstract: 93 Viewers 10.47738/jads.v6i4.821

PDF 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: 89 Viewers 10.47738/jads.v6i4.881

PDF 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: 100 Viewers 10.47738/jads.v6i4.882

PDF 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: 92 Viewers 10.47738/jads.v6i4.885

PDF 2517-2529

Moodle-based Blended Learning: Factors Influencing the Behavioral Intention of Undergraduate Students Fayez Khazalah, Saif Addeen Alrababah, Ayman Mansour, Tarik Alafif Abstract: 91 Viewers 10.47738/jads.v6i4.888

PDF 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: 77 Viewers 10.47738/jads.v6i4.889

PDF 2549-2564

Enhancing Autonomous Vehicle Navigation in Urban Traffic Using CNN-Based Deep Q-Networks Agus Perdana Windarto, Solikhun Solikhun, Anjar Wanto Abstract: 81 Viewers 10.47738/jads.v6i4.896

PDF 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: 87 Viewers 10.47738/jads.v6i4.907

PDF 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: 78 Viewers 10.47738/jads.v6i4.913

PDF 2594-2606

Stacking Ensemble with SMOTE for Robust Agricultural Commodity Price Prediction under Imbalanced Data Yessica Siagian, Jeperson Hutahaean, Neni Mulyani Abstract: 62 Viewers 10.47738/jads.v6i4.916

PDF 2607-2622

Enhancing U-Net for Wrist Fracture Segmentation in X-ray Images using Adaptive Callbacks and Weighted Loss Functions Teuku Radillah, Sarjon Defit, Gunadi Widi Nurcahyo Abstract: 78 Viewers 10.47738/jads.v6i4.952

PDF 2623-2635

Mobile-Based AI Platform Integrating Image Analysis and Chatbot Technologies for Rice Variety and Weed Classification in Precision Agriculture Wongpanya S. Nuankaew, Saweewan Kuisonjai, Raksita Keawruangrit, Pratya Nuankaew Abstract: 32 Viewers 10.47738/jads.v6i4.918

PDF 2636-2650

A Hybrid LSTM–Stacking–SMOTE Model for Weather-Aware Palm Oil Price Prediction Addressing Data Imbalance and Forecast Accuracy Kusmanto Kusmanto, S Subagio, Erni Manja Abstract: 64 Viewers 10.47738/jads.v6i4.922

PDF 2651-2665

YOLOv12 Model Optimization for Monitoring Occupational Health and Safety in Hospital Archive Rooms Doni Jepisah, Haryani Octaria, Muhamadiah Muhamadiah, Yuda Irawan Abstract: 36 Viewers 10.47738/jads.v6i4.936

PDF 2666-2681

SAGOMECON: An Adaptive ε-Constraint-Based Optimization Method for Multi-Criteria Decision-Making in Collaborative Industrial Networks M Mesran, Poltak Sihombing, Syahril Efendi, Muhammad Zarlis Abstract: 52 Viewers 10.47738/jads.v6i4.941

PDF 2682-2695

Adaptive Neural Collaborative Filtering with Textual Review Integration for Enhanced User Experience in Digital Platforms Lusiana Efrizoni, Edwar Ali, Hadi Asnal, Junadhi Junadhi Abstract: 32 Viewers 10.47738/jads.v6i4.944

PDF 2696-2710

Study of Machine Learning Techniques for Predicting Panic Attacks with EEG and Personalized Binaural Beat Frequencies Malathy Batumalay, R S Lakshmi Balaji, Thaweesak Yingthawornsuk Abstract: 37 Viewers 10.47738/jads.v6i4.759

PDF 2711-2725

Comparative Analysis of Novel Deep Reinforcement Learning Methods for Food Distribution Optimization Jeperson Hutahaean, Yessica Siagian, Endra Saputra Abstract: 35 Viewers 10.47738/jads.v6i4.956

PDF 2726-2740

Clustering Cadet Training Performance Using K-Means and Ward's Method Evidence from OTMon Maritime Monitoring System Dian Wahdiana, Ekohariadi Ekohariadi, Ratna Suhartini Abstract: 34 Viewers 10.47738/jads.v6i4.958

PDF 2741-2757

Modernizing Medicinal Plant Recognition: A Deep Learning Perspective with Data Augmentation and Hybrid Learning Preeti Nagrath, Malathy Batumalay, Dhruv Saluja, Harsh Kukreja, Devanshi Tegwal, Akash Saini Abstract: 28 Viewers 10.47738/jads.v6i4.795

PDF 2758-2769

Analyzing the Efficacy of Pose Recognition, YOLOv3, and Deep Learning Techniques for Human Activity Recognition Ainur Zhumasheva, Madina Mansurova, Gulshat Amirkhanova, Gulnur Tyulepberdinova Abstract: 27 Viewers 10.47738/jads.v6i4.797

PDF 2770-2780

A Data-Driven Training Kit to Enhance the Note Recording Skills of Music Learners Thaworada Chantanasut Abstract: 69 Viewers 10.47738/jads.v6i4.1063

PDF 2781-2791

AMIKOM-RECSYS: Enhancing Movie Recommender System using Large Language Model (ChatGpt), Deep Learning and Probabilistic Matrix Factorization Hanafi Hanafi, Anik Sri Widowati, Sri Ngudi Wahyuni Abstract: 22 Viewers 10.47738/jads.v6i4.897

PDF 2792-2809

Toward Improving Knee MRI Image Quality for Single Image Super-resolution Hafssa Median, Salma Tayeb, Soufiana Mekouar, Mohammed Majid Himmi Abstract: 32 Viewers 10.47738/jads.v6i4.926

PDF 2810-2822

Brushstroke Classification from Oil Painting Images Using Convolutional Neural Networks for Tool Optimization Suraphan Chantanasut Abstract: 49 Viewers 10.47738/jads.v6i4.1081

PDF 2823-2832

Hybrid CNN Approach for Post-Disaster Building Damage Classification Using Satellite Imagery Sahat Sonang, Y Yuhandri, Muhammad Tajuddin Abstract: 27 Viewers 10.47738/jads.v6i4.931

PDF 2824-2837

An Explainable Credit Card Fraud Detection Model using Machine Learning and Deep Learning Approaches Mona Alkhozae, Miada Almasre, Abeer Almakky, Reemah M. Alhebshi, Amani Alamri, Widad Hakami, Lamia Alshahrani Abstract: 78 Viewers 10.47738/jads.v6i4.962

PDF 2838-2857

Explaining Students' Digital Entrepreneurial Behavior: The Role of Social Media Adoption in an Integrated TPB–UTAUT Model Elissa Dwi Lestari, Florentina Kurniasari, Davina Natania, Alvin Yuan Kurniawan, Hendro Budiyanto Abstract: 32 Viewers 10.47738/jads.v6i4.965

PDF 2858-2875

A Hybrid GRG-Neighborhood Search Model for Dynamic Multi-Depot Vehicle Routing in Disaster Logistics Dedy Hartama, Poningsih Poningsih, Lili Tanti Abstract: 54 Viewers 10.47738/jads.v6i4.973

PDF 2876-2890

ACLM Model: A CNN-LSTM and Machine Learning Approach for Analyzing Tourist Satisfaction to Improve Priority Tourism Services Ulya Ilhami Arsyah, Mutiana Pratiwi, Harfeby Fryonanda, M. Khairul Anam, Munawir Munawir Abstract: 4 Viewers 10.47738/jads.v6i4.974

PDF 2891-2906

Classification of Batak Toba Ulos Motifs Based on Transfer Learning with MobileNetV2 Tonni Limbong, Gonti Simanullang, Parasian DP. Silitonga, Donalson Silalahi Abstract: 24 Viewers 10.47738/jads.v6i4.1036

PDF 2907-2920

Multimodal Deep Learning and IoT Sensor Fusion for Real-Time Beef Freshness Detection Bambang Kurniawan, Refni Wahyuni, Yulanda Yulanda, Yuda Irawan, Muhammad Habib Yuhandri Abstract: 5 Viewers 10.47738/jads.v6i4.977

PDF 2921-2937

Hybrid Multi-Objective Metaheuristic Machine Learning for Optimizing Pandemic Growth Prediction Adiwijaya Adiwijaya, Syafrial Fachri Pane, Mahmud Dwi Sulistiyo, Alfian Akbar Gozali Abstract: 6 Viewers 10.47738/jads.v6i4.981

PDF 2938-2958

IoT-Enabled Supervised Learning-Based Prediction Model for Smart Instrumentation Controllers in Signal Conditioning Systems S. Prakash, B Kalaiselvi, M. Batumalay Abstract: 5 Viewers 10.47738/jads.v6i4.803

PDF 2959-2973

Image-Based Fish Freshness Classification Using Two-Phase Transfer Learning with Deep Learning Fusion Model Ellya Helmud, Catur Edi Widodo, Oky Dwi Nurhayati Abstract: 13 Viewers 10.47738/jads.v6i4.988

PDF 2974-2988

Hybrid Ensemble Learning with SMOTEENN and Soft Voting for Stunting Risk Prediction: A SHAP-Based Explainable Approach Nuwairy El Furqany, Muhammad Subianto, Asep Rusyana Abstract: 113 Viewers 10.47738/jads.v6i4.829

PDF 2989-3004

Egg Weight Estimation Based on Image Processing using Mask R-CNN and XGBoost Jasman Pardede, Muhammad Fadlansyah Zikri Akhiruddin Rawosi, Anisa Putri Setyaningrum, Rizka Milandga Milenio, Chalifa Chazar Abstract: 13 Viewers 10.47738/jads.v6i4.1004

PDF 3005-3016

Understanding Teacher Retention through the Lens of Job Satisfaction: An Empirical Study of Organizational and Human Resource Management in Chinese Universities Xie Xiao Hui, Teetut Tresirichod Abstract: 13 Viewers 10.47738/jads.v6i4.996

PDF 3017-3029

Exploring User Experience of an Interactive LMS for Green Entrepreneurship: An Empirical Study of the GEJUR Platform Florentina Kurniasari, Jansen Wiratama, Elissa Dwi Lestari, Andrey Andoko, Antonius Sony E N, Muhammad Fadhlan, Yohanes Brian Caesaryano Lala, Fayed Abdul Hakim, Akhmad Zainal Mubarak Abstract: 10 Viewers 10.47738/jads.v6i4.1041

PDF 3030-3045