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Home > Vol 7, No 3

Vol 7, No 3: September 2026

Table of Contents

Articles

Performance Comparison of K-Means and Hybrid Hierarchical–Partitioning Methods for Clustering Efficiency Bowo Winarno, Budi Warsito, Bayu Surarso 👁 Views: 539 ⬇ Downloads: 390 🔗 DOI: 10.47738/jads.v7i3.1140

PDF 1676-1692

Factors Influencing Customer Repurchase Intention and Word-Of-Mouth Behavior in Food and Beverage Chain Stores Dat Tuan Nguyen, Trang Thi Kieu Ta 👁 Views: 719 ⬇ Downloads: 359 🔗 DOI: 10.47738/jads.v7i3.1316

PDF 1693-1707

Interpretive Modelling of the Dynamics of Psycho-Emotional States Based on the Analysis of Video Streams and Systems of Differential Equations Indira Bukenova, Lyazat Naizabayeva, Gani Bukenov, Bayan Kazangapova 👁 Views: 371 ⬇ Downloads: 185 🔗 DOI: 10.47738/jads.v7i3.1338

PDF 1708-1719

Modeling Thermomechanical Effects in Rods with Variable Cross-Section and Local Heat Sources Zhuldyz Tashenova, Shirin Amanzholova, Zhanat Abdugulova, Elmira Nurlybaeva 👁 Views: 371 ⬇ Downloads: 151 🔗 DOI: 10.47738/jads.v7i3.1340

PDF 1720-1732

FCI-ANTREE: A GUI-Centric Method for Schema Recovery and Conceptual Database Model Reconstruction in Legacy Form-Based Systems Juanda Hakim Lubis, Elviawaty Muisa Zamzami, Mahyuddin K. M Nasution, Mohammad Andri Budiman 👁 Views: 446 ⬇ Downloads: 228 🔗 DOI: 10.47738/jads.v7i3.1383

PDF 1733-1746

Enhancing SMOTE-ENN Efficacy on Imbalanced Datasets Using Decision Tree Leaf Feature Extraction: A Case Study on Student Employability Data Rizkysari Meimaharani, Widowati Widowati, Ahmad Abdul Chamid 👁 Views: 412 ⬇ Downloads: 206 🔗 DOI: 10.47738/jads.v7i3.1396

PDF 1747-1758

Strengthening E-Wallet User Loyalty through Gamification Mechanisms: A Multidimensional Perspective of Perceived Value Aditya Akbar Riadi, Widowati Widowati, Catur Edi Widodo, Rangga Primadasa 👁 Views: 408 ⬇ Downloads: 182 🔗 DOI: 10.47738/jads.v7i3.1397

PDF 1759-1770

Course-Disjoint Evaluation and Capacity-Aware Triage for Student Dropout Risk Prediction Wijiyanto Wijiyanto, Aris Marjuni, Ahmad Zainul Fanani, Ruri Suko Basuki 👁 Views: 460 ⬇ Downloads: 240 🔗 DOI: 10.47738/jads.v7i3.1419

PDF 1771-1789

Enhancing Low-Resource Lampung Speech Recognition through Cross-Lingual XLSR-Wav2Vec 2.0 Pretraining Hendra Kurniawan, Akmal Junaidi, Favorisen Rosyking Lumbanraja, Wamiliana Wamiliana 👁 Views: 395 ⬇ Downloads: 225 🔗 DOI: 10.47738/jads.v7i3.1388

PDF 1790-1803

Diffusion2D and Anchored Inference for Asymptotic Stabilization of Diffusion-Convolutional Neural Networks in Multidomain Medical Image Classification Hanna Willa Dhany, Sutarman Sutarman, Poltak Sihombing, Mohammad Andri Budiman 👁 Views: 395 ⬇ Downloads: 143 🔗 DOI: 10.47738/jads.v7i3.1215

PDF 1804-1818

A Climate Driven Decision Support System for Rice Management Using SPI-3 Prediction and Particle Swarm Optimization Eka Putra, Syahril Efendi, Poltak Sihombing, T. Henny Febriana Harumy 👁 Views: 384 ⬇ Downloads: 147 🔗 DOI: 10.47738/jads.v7i3.1408

PDF 1819-1835

An Integrated Linguistic and Metaheuristic-Optimized Elman Neural Network Framework for Cyberbullying Detection Siti Aisyah, Arnes Sembiring, Faadhil Faadhil, Hartono Hartono, Rahmad Syah, M. Khahfi Zuhanda 👁 Views: 376 ⬇ Downloads: 145 🔗 DOI: 10.47738/jads.v7i3.1337

PDF 1836-1851

An Interpretable Machine Learning Framework for Imbalanced Audit Opinion Prediction Ha Thanh Nguyen 👁 Views: 379 ⬇ Downloads: 123 🔗 DOI: 10.47738/jads.v7i3.1373

PDF 1852-1865

A Diagnostic Framework for Staged AI Adoption in Batik Motif Recognition: Integrating CNN Evidence and Implementation Readiness Irwan Sembriring, Paminto Agung Christianto, Eko Budi Susanto, Suharyadi Suharyadi, Cheryl Louisa Loedwyca 👁 Views: 392 ⬇ Downloads: 115 🔗 DOI: 10.47738/jads.v7i3.1427

PDF 1866-1878

Financial Condition Prediction Using a Soft Voting Ensemble Model Based on Structured Financial Indicators and Unstructured News Data Ibnu Rasyid Munthe, Sumijan Sumijan, Muhammad Tajuddin 👁 Views: 361 ⬇ Downloads: 130 🔗 DOI: 10.47738/jads.v7i3.1417

PDF 1879-1895

An Interpretable Composite Index for Real-Time RFID Anomaly Detection in Predictive Maintenance Zhang Shude, Adnan Yahaya 👁 Views: 347 ⬇ Downloads: 156 🔗 DOI: 10.47738/jads.v7i3.1406

PDF 1896-1913

Feature Selection Methods as Attribute Weighting Schemes for Clustering Corporate Financial Statements Tora Fahrudin, Dedy Rahman Wijaya 👁 Views: 400 ⬇ Downloads: 151 🔗 DOI: 10.47738/jads.v7i3.1410

PDF 1914-1927

A Text Summarization-Based Similarity Algorithm for Inter-Subchapter Coherence Analysis in Indonesian Academic Documents Rogayah Rogayah, Achmad Benny Mutiara, Dina Anggraini 👁 Views: 352 ⬇ Downloads: 112 🔗 DOI: 10.47738/jads.v7i3.1425

PDF 1928-1942

Newton Divided Difference Optimization for Fingerprint-Based Neural Virtual Screening against Avian Influenza A/H9N2 Siti Amiroch, Mohammad Jamhuri, Awawin Mustana Rohmah, Mohammad Hamim Zajuli Al Faroby, Chairul Anwar Nidom, Reviany Vibrianita Nidom 👁 Views: 428 ⬇ Downloads: 148 🔗 DOI: 10.47738/jads.v7i3.1416

PDF 1943-1963

GoogLeNetMP: A Development of GoogLeNet Architecture for Multi-Class Microplastic Classification in Subsurface Water Image Halifia Hendri, Yuhandri Yuhandri, Agung Ramadhanu 👁 Views: 355 ⬇ Downloads: 125 🔗 DOI: 10.47738/jads.v7i3.1372

PDF 1964-1979

Determinants of Stock Volatility of Indonesian State-Owned Enterprises on the Indonesia Stock Exchange: A Panel-Data Modelling Approach with Firm Size as a Moderating Variable I Dewa Made Tirta Meirsha, I Gusti Ketut Agung Ulupui, Adler Haymans Manurung 👁 Views: 397 ⬇ Downloads: 165 🔗 DOI: 10.47738/jads.v7i3.1500

PDF 1980-1998

Data Driven Evaluation of the New Learning Paradigm Using Machine Learning for Optimizing Graduate Outcomes Mesra Betty Yel, Relita Buaton, Yuma Akbar, Novriyenni Novriyenni 👁 Views: 387 ⬇ Downloads: 149 🔗 DOI: 10.47738/jads.v7i3.1152

PDF 1999-2019

Beyond Positive and Negative: A Directional SHAP Framework for Sequential Multi-Class Classification Ahmet Yalcin, Selim Cetin, Bekir Cetintav 👁 Views: 365 ⬇ Downloads: 112 🔗 DOI: 10.47738/jads.v7i3.1375

PDF 2020-2034

Comparative Analysis of YOLOv8s and Faster R-CNN for High-Resolution UAV RGB Oil Palm Health Detection: Accuracy versus Inference Speed Trade-Off Kristia Yuliawan, Danny Manongga, Hendry Hendry 👁 Views: 381 ⬇ Downloads: 163 🔗 DOI: 10.47738/jads.v7i3.1430

PDF 2035-2051

Deep Deterministic Policy Gradient for Simulation-Based Control of Water Quality in Nano Aquatic Systems Iwan Fitrianto Rahmad, Syahril Efendi, Poltak Sihombing, Henny Febriana Harumy 👁 Views: 355 ⬇ Downloads: 131 🔗 DOI: 10.47738/jads.v7i3.1447

PDF 2052-2068

Determinants of Consumers’ Behavioural Intention and E-Wallet Usage Behavior: Evidence from an Extended UTAUT Model via Structural Equation Modeling Bui Hong Diep, Dam Tri Cuong 👁 Views: 453 ⬇ Downloads: 149 🔗 DOI: 10.47738/jads.v7i3.1436

PDF 2069-2082

Extending Hybrid GRG-NS With LSTM-Based Demand Forecasting for Dynamic Multi-Depot Routing in Disaster Logistics Dedy Hartama, Poningsih Poningsih, Lili Tanti 👁 Views: 358 ⬇ Downloads: 106 🔗 DOI: 10.47738/jads.v7i3.1444

PDF 2083-2098

Rapid Ecosystem-Driven Deep Learning: On-Device Grain Type Classification and Authentication using iOS Swift and Core ML Trianggoro Wiradinata 👁 Views: 360 ⬇ Downloads: 108 🔗 DOI: 10.47738/jads.v7i3.1414

PDF 2099-2110

Enhancing Support Vector Machines Accuracy Through Firefly Algorithm-Driven Feature Optimization for Forest-Fire Sentiment Classification Wafa Salma Sentanu, Dinar Ajeng Kristiyanti 👁 Views: 376 ⬇ Downloads: 140 🔗 DOI: 10.47738/jads.v7i3.1144

PDF 2111-2128

Hybrid MINLP-FNS Framework for Solving Large-Scale LIRP in E-Retail Logistics Kristian Telaumbanua, Syahril Efendi, Poltak Sihombing, Maya Silvi Lydia 👁 Views: 367 ⬇ Downloads: 137 🔗 DOI: 10.47738/jads.v7i3.1114

PDF 2129-2145

An IoT-Driven Hybrid Stacking Ensemble with Deep Meta-Learning for Vending Machine Sales Forecasting Yulisman Yulisman, Zupri Henra Hartomi, Rian Ordila, Uci Rahmalisa, Arie Linarta, Yuda Irawan 👁 Views: 328 ⬇ Downloads: 150 🔗 DOI: 10.47738/jads.v7i3.1395

PDF 2146-2160

Lion-Optimized ANFIS Control for a Hybrid PV–Wind–Battery System with a Reduced-Switch 31-Level Inverter for Induction Motor Drives R K Padmashini, D Lakshmi, J N Rajesh Kumar, C N Ravi, P Jeyarani 👁 Views: 247 ⬇ Downloads: 91 🔗 DOI: 10.47738/jads.v7i3.1466

PDF 2161-2174

Optimization of Croplands for Efficient and Sustainable Resource Use and Management Maria Cristina Punay Pammit, Julieta A. Delos Reyes, Antonio Jesus A. Quilloy, Danesto B. Anacio 👁 Views: 899 ⬇ Downloads: 174 🔗 DOI: 10.47738/jads.v7i3.1129

PDF 2175-2192

The Application of the Analytical Network Process for Select Leaders in Higher Education Institutions Phan Hong Hai, Nguyen Anh Tuan, Vo Van Tuyen 👁 Views: 305 ⬇ Downloads: 131 🔗 DOI: 10.47738/jads.v7i3.1251

PDF 2193-2209

Multi Domain Feature Fusion and Boosting Based Learning for Robust Gallbladder Ultrasound Image Classification Gede Angga Pradipta, Pharan Chawaphan, Sutikno Sutikno, Putu Desiana Desiana Ayu, Dandy Pramana Hostiadi, Made Liandana 👁 Views: 279 ⬇ Downloads: 113 🔗 DOI: 10.47738/jads.v7i3.1268

PDF 2210-2231

Explainable EEG-Based Framework for Student Attention Classification with LLM Instructional Recommendations Samaher Dawood, Wafaa Alsaggaf, Miada Almasre 👁 Views: 268 ⬇ Downloads: 84 🔗 DOI: 10.47738/jads.v7i3.1379

PDF 2232-2248

CLaGAtt: A Hybrid CNN-LSTM-GRU-Attention Model for Stunting Classification Based on Anthropometric Sequences Sofiansyah Fadli, Ahmad Tantoni, Novia Arista, M. Khairul Anam, Muhammad Bambang Firdaus 👁 Views: 298 ⬇ Downloads: 130 🔗 DOI: 10.47738/jads.v7i3.1454

PDF 2249-2264

ACO-Optimized DSTATCOM for Reactive Power Compensation in PV-Integrated Weak Grids Rajasree R, Lakshmi D, Stalin K, Karthick Manoj R, P Jeyarani 👁 Views: 267 ⬇ Downloads: 133 🔗 DOI: 10.47738/jads.v7i3.1467

PDF 2265-2275

A Multi-Model Framework for Autonomous Schema Discovery and Hybrid Natural Language Generation-Driven Augmented Business Intelligence Randy Permana, Sarjon Defit, Gunadi Widi Nurcahyo 👁 Views: 241 ⬇ Downloads: 104 🔗 DOI: 10.47738/jads.v7i3.1479

PDF 2276-2291

Analysis of Machine Learning Models Based on Predictive Performance, Energy Consumption, and Carbon Emissions Willy Permana Putra, Eko Marpanaji, Septafiansyah Dwi Putra 👁 Views: 372 ⬇ Downloads: 203 🔗 DOI: 10.47738/jads.v7i3.1482

PDF 2292-2303

Factors Affecting Financial Reporting Quality of Commercial Banks: The Mediating Role of Accounting Information System Quality Tai Nguyen Thanh, Hien Nguyen Anh 👁 Views: 297 ⬇ Downloads: 125 🔗 DOI: 10.47738/jads.v7i3.1486

PDF 2304-2321

An Optimized U-Net and MobileNetV2 Framework for Accurate and Efficient Brain Tumour Classification from MRI Images R Elavarasi, S Murugesan, S Ramalingam, P Kanimozhi, Harprith Kaur R S 👁 Views: 225 ⬇ Downloads: 104 🔗 DOI: 10.47738/jads.v7i3.1468

PDF 2322-2333

A Hybrid AES–NTRU Cryptographic Framework with Deterministic Dynamic S-Box for Secure Data Transmission Purwanto Simamora, Poltak Sihombing, Mohammad Andri Budiman, Jos Timanta Tarigan 👁 Views: 211 ⬇ Downloads: 69 🔗 DOI: 10.47738/jads.v7i3.1307

PDF 2334-2345

A Bi-LSTM Prediction Model Integrated with GIS for Spatiotemporal Malaria Endemicity Mapping and Early Warning in Indonesia Wellie Sulistijanti, Safaat Yulianto, Abdul Syukur, Ngatimin Ngatimin 👁 Views: 224 ⬇ Downloads: 79 🔗 DOI: 10.47738/jads.v7i3.1483

PDF 2346-2360

An Explainable Uncertainty-Aware Deep Learning Framework for Robust Skin Disease Diagnosis R Karthick Manoj, Aasha Nandhini S, C Batumalai 👁 Views: 229 ⬇ Downloads: 88 🔗 DOI: 10.47738/jads.v7i3.1465

PDF 2362-2372

Circular Economy Determinants in Electronics Supply Chain: A Pythagorean Fuzzy Clustering Approach Samiksha Budakoti, Vishal Gupta 👁 Views: 215 ⬇ Downloads: 75 🔗 DOI: 10.47738/jads.v7i3.1420

PDF 2373-2386

A Hybrid Intelligent Cybersecurity Assessment System For Electronic Document Management Systems Assylzhan Svanov, Assel Omarbekova, Gulmira Bekmanova, Alibek Barlybayev, Bibigul Razakhova, Lena Zhetkenbay, Magripa Saukhanova, Aizhan Nazyrova, Zhanar Lamasheva 👁 Views: 229 ⬇ Downloads: 85 🔗 DOI: 10.47738/jads.v7i3.1492

PDF 2387-2402

Ontology-Driven Adaptive Learning Environment Using Large Language Models for Educational Knowledge Extraction Rakhila Turebayeva, Bulat Kubekov, Yenglik Kadyr, Umut Turusbekova, Aizhan Nazyrova, Zhanar Lamasheva 👁 Views: 237 ⬇ Downloads: 118 🔗 DOI: 10.47738/jads.v7i3.1456

PDF 2403-2428

Edge-Deployable Multi-Class Surveillance Video Anomaly Classification Using a MobileNetV2–LSTM Spatial–Temporal Framework S Aasha Nandhini, R Karthick Manoj, Vasantakumaren S R 👁 Views: 227 ⬇ Downloads: 94 🔗 DOI: 10.47738/jads.v7i3.1471

PDF 2429-2441

A Data-Driven Structural Framework Linking Digital Transformation and Islamic Leadership to Academic Performance Anuar Sanusi, MS Hasibuan, Muprihan Thaib, Yulmaini Yulmaini, Ariza Ariza 👁 Views: 259 ⬇ Downloads: 107 🔗 DOI: 10.47738/jads.v7i3.1504

PDF 2442-2458

Fuzzy Expert System for Melamine Moulding Compound Dye Feasibility Identification: A Case study on Plastic Industry Jansen Wiratama, Santo Fernandi Wijaya, Samuel Ady Sanjaya, Florentina Kurniasari, Hendro Budiyanto, Ala Al Kafri, Nuttaphat Sukchitt 👁 Views: 202 ⬇ Downloads: 83 🔗 DOI: 10.47738/jads.v7i3.1498

PDF 2459-2467

Data-Driven Evaluation of Task-Specific Performance in Refined Watercolor Brush Prototypes Using Repeated-Measures Analysis Suraphan Chantanasut 👁 Views: 175 ⬇ Downloads: 70 🔗 DOI: 10.47738/jads.v7i3.1574

PDF 2335-2352

Data-Driven Development of an E-Catalog for Youth Entrepreneurship Learning and Market Access Florentina Kurniasari, Jansen Wiratama, Andrey Andoko, Nicolaus Wahana Darato, Thomas Dwi Susmantoro, Akhmad Zainal Mubarak 👁 Views: 225 ⬇ Downloads: 80 🔗 DOI: 10.47738/jads.v7i3.1499

PDF 2483-2503

Enhancing Network Security and Content Control in Academic Environments Using Pi-hole R Elavarasi, P Gajalakshmi, D Kadhiravan, M Naresh, Harprith Kaur R S 👁 Views: 141 ⬇ Downloads: 72 🔗 DOI: 10.47738/jads.v7i3.1472

PDF 2504-2515

Digitalization Bankability and Resource Conversion in Explaining MSME Performance in an Emerging Economy Hadijah Febriana, Agung Dharmawan Buchdadi, Choirul Anwar, Khairun Nisa 👁 Views: 127 ⬇ Downloads: 61 🔗 DOI: 10.47738/jads.v7i3.1571

PDF 2516-2533