Vol 7, No 3

September 2026

DOI: https://doi.org/10.47738/jads.v7i3

 

Table of Contents

Articles

Performance Comparison of K-Means and Hybrid Hierarchical–Partitioning Methods for Clustering Efficiency
Bowo Winarno, Budi Warsito, Bayu Surarso
Abstract: 347 Viewers 10.47738/jads.v7i3.1140
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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
Abstract: 458 Viewers 10.47738/jads.v7i3.1316
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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
Abstract: 271 Viewers 10.47738/jads.v7i3.1338
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1708-1719
Modeling Thermomechanical Effects in Rods with Variable Cross-Section and Local Heat Sources
Zhuldyz Tashenova, Shirin Amanzholova, Zhanat Abdugulova, Elmira Nurlybaeva
Abstract: 287 Viewers 10.47738/jads.v7i3.1340
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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
Abstract: 342 Viewers 10.47738/jads.v7i3.1383
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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
Abstract: 308 Viewers 10.47738/jads.v7i3.1396
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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
Abstract: 297 Viewers 10.47738/jads.v7i3.1397
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1759-1770
Course-Disjoint Evaluation and Capacity-Aware Triage for Student Dropout Risk Prediction
Wijiyanto Wijiyanto, Aris Marjuni, Ahmad Zainul Fanani, Ruri Suko Basuki
Abstract: 321 Viewers 10.47738/jads.v7i3.1419
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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
Abstract: 297 Viewers 10.47738/jads.v7i3.1388
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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
Abstract: 315 Viewers 10.47738/jads.v7i3.1215
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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
Abstract: 282 Viewers 10.47738/jads.v7i3.1408
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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
Abstract: 263 Viewers 10.47738/jads.v7i3.1337
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1836-1851
An Interpretable Machine Learning Framework for Imbalanced Audit Opinion Prediction
Ha Thanh Nguyen
Abstract: 236 Viewers 10.47738/jads.v7i3.1373
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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
Abstract: 278 Viewers 10.47738/jads.v7i3.1427
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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
Abstract: 257 Viewers 10.47738/jads.v7i3.1417
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1879-1895
An Interpretable Composite Index for Real-Time RFID Anomaly Detection in Predictive Maintenance
Zhang Shude, Adnan Yahaya
Abstract: 241 Viewers 10.47738/jads.v7i3.1406
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1896-1913
Feature Selection Methods as Attribute Weighting Schemes for Clustering Corporate Financial Statements
Tora Fahrudin, Dedy Rahman Wijaya
Abstract: 278 Viewers 10.47738/jads.v7i3.1410
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1914-1927
A Text Summarization-Based Similarity Algorithm for Inter-Subchapter Coherence Analysis in Indonesian Academic Documents
Rogayah Rogayah, Achmad Benny Mutiara, Dina Anggraini
Abstract: 236 Viewers 10.47738/jads.v7i3.1425
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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
Abstract: 311 Viewers 10.47738/jads.v7i3.1416
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1943-1963
GoogLeNetMP: A Development of GoogLeNet Architecture for Multi-Class Microplastic Classification in Subsurface Water Image
Halifia Hendri, Yuhandri Yuhandri, Agung Ramadhanu
Abstract: 256 Viewers 10.47738/jads.v7i3.1372
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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
Abstract: 268 Viewers 10.47738/jads.v7i3.1500
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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
Abstract: 267 Viewers 10.47738/jads.v7i3.1152
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1999-2019
Beyond Positive and Negative: A Directional SHAP Framework for Sequential Multi-Class Classification
Ahmet Yalcin, Selim Cetin, Bekir Cetintav
Abstract: 263 Viewers 10.47738/jads.v7i3.1375
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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
Abstract: 275 Viewers 10.47738/jads.v7i3.1430
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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
Abstract: 249 Viewers 10.47738/jads.v7i3.1447
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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
Abstract: 301 Viewers 10.47738/jads.v7i3.1436
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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
Abstract: 247 Viewers 10.47738/jads.v7i3.1444
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2083-2098
Rapid Ecosystem-Driven Deep Learning: On-Device Grain Type Classification and Authentication using iOS Swift and Core ML
Trianggoro Wiradinata
Abstract: 252 Viewers 10.47738/jads.v7i3.1414
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2099-2110
Enhancing Support Vector Machines Accuracy Through Firefly Algorithm-Driven Feature Optimization for Forest-Fire Sentiment Classification
Wafa Salma Sentanu, Dinar Ajeng Kristiyanti
Abstract: 258 Viewers 10.47738/jads.v7i3.1144
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2111-2128
Hybrid MINLP-FNS Framework for Solving Large-Scale LIRP in E-Retail Logistics
Kristian Telaumbanua, Syahril Efendi, Poltak Sihombing, Maya Silvi Lydia
Abstract: 254 Viewers 10.47738/jads.v7i3.1114
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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
Abstract: 192 Viewers 10.47738/jads.v7i3.1395
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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
Abstract: 142 Viewers 10.47738/jads.v7i3.1466
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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
Abstract: 745 Viewers 10.47738/jads.v7i3.1129
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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
Abstract: 188 Viewers 10.47738/jads.v7i3.1251
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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
Abstract: 170 Viewers 10.47738/jads.v7i3.1268
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2210-2231
Explainable EEG-Based Framework for Student Attention Classification with LLM Instructional Recommendations
Samaher Dawood, Wafaa Alsaggaf, Miada Almasre
Abstract: 145 Viewers 10.47738/jads.v7i3.1379
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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
Abstract: 187 Viewers 10.47738/jads.v7i3.1454
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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
Abstract: 152 Viewers 10.47738/jads.v7i3.1467
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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
Abstract: 130 Viewers 10.47738/jads.v7i3.1479
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2276-2291
Analysis of Machine Learning Models Based on Predictive Performance, Energy Consumption, and Carbon Emissions
Willy Permana Putra, Eko Marpanaji, Septafiansyah Dwi Putra
Abstract: 250 Viewers 10.47738/jads.v7i3.1482
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2292-2303
Factors Affecting Financial Reporting Quality of Commercial Banks: The Mediating Role of Accounting Information System Quality
Tai Nguyen Thanh, Hien Nguyen Anh
Abstract: 131 Viewers 10.47738/jads.v7i3.1486
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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
Abstract: 117 Viewers 10.47738/jads.v7i3.1468
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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
Abstract: 106 Viewers 10.47738/jads.v7i3.1307
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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
Abstract: 116 Viewers 10.47738/jads.v7i3.1483
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2346-2360
An Explainable Uncertainty-Aware Deep Learning Framework for Robust Skin Disease Diagnosis
R Karthick Manoj, Aasha Nandhini S, C Batumalai
Abstract: 109 Viewers 10.47738/jads.v7i3.1465
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2362-2372
Circular Economy Determinants in Electronics Supply Chain: A Pythagorean Fuzzy Clustering Approach
Samiksha Budakoti, Vishal Gupta
Abstract: 109 Viewers 10.47738/jads.v7i3.1420
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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
Abstract: 118 Viewers 10.47738/jads.v7i3.1492
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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
Abstract: 110 Viewers 10.47738/jads.v7i3.1456
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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
Abstract: 113 Viewers 10.47738/jads.v7i3.1471
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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
Abstract: 118 Viewers 10.47738/jads.v7i3.1504
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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
Abstract: 49 Viewers 10.47738/jads.v7i3.1498
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2459-2467
Data-Driven Evaluation of Task-Specific Performance in Refined Watercolor Brush Prototypes Using Repeated-Measures Analysis
Suraphan Chantanasut
Abstract: 24 Viewers 10.47738/jads.v7i3.1574
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2335-2352
Data-Driven Development of an E-Catalog for Youth Entrepreneurship Learning and Market Access
Florentina Kurniasari, Jansen Wiratama, Rajesh Prettypal Singh, Wanda Gema Prasadio Akbar Hidayat, Trihadi Pudiawan Erhan
Abstract: 38 Viewers 10.47738/jads.v7i3.1499
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
Abstract: 8 Viewers 10.47738/jads.v7i3.1472
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2504-2515