Journal of Applied Data Sciences

Journal title   Journal of Applied Data Sciences   Journal Cover
Initials   JADS
Abbreviation   J. Appl. Data Sci.
Online ISSN   2723-6471
Frequency   4 issues per year
DOI   doi.org/10.47738/jads
Editor-in-chief   Prof. Dr. Ibrahiem M. M. El Emary, (ID Scopus: 15135499400), King Abdulaziz University, Kingdom of Saudi Arabia
Collaboration   Computer Science and Systems Information Technology, King Abdulaziz University, Kingdom of Saudi Arabia. 
Publisher   Bright Publisher
Citation Analysis   Scopus | Web of Science | Google Scholar

Established in 2020, the Journal of Applied Data Science (JADS) aims to advance and promote data science methods, computing, and applications in all scientific fields where knowledge and insights are to be extracted from data. The journal publishes research works on the full spectrum of the data science including statistics, computer science, and domain applications. The topics can be about any aspect of the life cycle (collecting, processing, analyzing, communicating, etc.) of data science projects from any field that involves understanding and making effective use of data. The emphasis is on applications, case studies, statistical methods, computational tools, and reviews of data science.

Finally, accepted and published papers will be freely accessed in this website and the following abstracting & indexing databases:

OAI Address
Journal of Applied Data Sciences has OAI address: https://bright-journal.org/Journal/index.php/JADS/oai

Before submission,
You have to make sure that your paper is prepared using the JADS paper Template, has been carefully proofread and polished, and conformed to the author guidelines.
Online Submissions

Registration and login are required to submit items online and to check the status of current submissions.

7 days
First Time Decision
93 days
Review Time
100 days
Submission to Accepted
32 days
Acceptance to Publication

Announcements

 

New: 📢 JADS RANKING UPDATE – AS OF JUNE 21, 2025

  

We would like to express our sincere gratitude to all authors, editors, and reviewers for their continued support and contribution!

As of June 21, 2025, the Journal of Applied Data Science (JADS) has received an update in its index rankings:

🏅 Scopus Ranking is now Q3
📊 SJR (Scimago Journal Rank) remains at Q3

This change reflects the evolving nature of annual evaluations and serves as a motivation for us to further enhance our editorial standards, manuscript selection process, and scientific impact.

🙏 Thank you once again for your trust and dedication.
Let’s continue advancing the field of applied data science together with JADS! 💡

đź”— Submit your best work at:
https://bright-journal.org/Journal/index.php/JADS/

  
Posted: 2025-06-23 More...
 
More Announcements...

Vol 6, No 4: December 2025

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: 365 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: 288 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: 290 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: 240 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: 303 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: 227 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: 315 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: 262 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: 307 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: 269 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: 285 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: 293 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: 267 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: 262 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: 314 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: 253 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: 240 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: 233 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: 263 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: 253 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: 223 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: 240 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: 125 Viewers 10.47738/jads.v6i4.918
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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: 193 Viewers 10.47738/jads.v6i4.922
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2651-2665
YOLOv12 Model Optimization for Monitoring Occupational Health and Safety in Hospital Archive Rooms
Doni Jepisah, Haryani Octaria, Muhamadiah Muhamadiah, Yuda Irawan
Abstract: 128 Viewers 10.47738/jads.v6i4.936
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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: 135 Viewers 10.47738/jads.v6i4.941
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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: 95 Viewers 10.47738/jads.v6i4.944
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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: 116 Viewers 10.47738/jads.v6i4.759
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2711-2725
Comparative Analysis of Novel Deep Reinforcement Learning Methods for Food Distribution Optimization
Jeperson Hutahaean, Yessica Siagian, Endra Saputra
Abstract: 107 Viewers 10.47738/jads.v6i4.956
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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: 80 Viewers 10.47738/jads.v6i4.958
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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: 110 Viewers 10.47738/jads.v6i4.795
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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: 93 Viewers 10.47738/jads.v6i4.797
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2770-2780
A Data-Driven Training Kit to Enhance the Note Recording Skills of Music Learners
Thaworada Chantanasut
Abstract: 238 Viewers 10.47738/jads.v6i4.1063
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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: 102 Viewers 10.47738/jads.v6i4.897
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2792-2809
Toward Improving Knee MRI Image Quality for Single Image Super-resolution
Hafssa Mediani, Salma Tayeb, Soufiana Mekouar, Mohammed Majid Himmi
Abstract: 98 Viewers 10.47738/jads.v6i4.926
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2810-2822
Brushstroke Classification from Oil Painting Images Using Convolutional Neural Networks for Tool Optimization
Suraphan Chantanasut
Abstract: 144 Viewers 10.47738/jads.v6i4.1081
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2823-2832
Hybrid CNN Approach for Post-Disaster Building Damage Classification Using Satellite Imagery
Sahat Sonang, Y Yuhandri, Muhammad Tajuddin
Abstract: 95 Viewers 10.47738/jads.v6i4.931
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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: 216 Viewers 10.47738/jads.v6i4.962
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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: 147 Viewers 10.47738/jads.v6i4.965
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2858-2875
A Hybrid GRG-Neighborhood Search Model for Dynamic Multi-Depot Vehicle Routing in Disaster Logistics
Dedy Hartama, Poningsih Poningsih, Lili Tanti
Abstract: 167 Viewers 10.47738/jads.v6i4.973
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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: 98 Viewers 10.47738/jads.v6i4.974
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2891-2906
Classification of Batak Toba Ulos Motifs Based on Transfer Learning with MobileNetV2
Tonni Limbong, Gonti Simanullang, Parasian DP. Silitonga, Donalson Silalahi
Abstract: 469 Viewers 10.47738/jads.v6i4.1036
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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: 89 Viewers 10.47738/jads.v6i4.977
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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: 131 Viewers 10.47738/jads.v6i4.981
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2938-2958
IoT-Enabled Supervised Learning-Based Prediction Model for Smart Instrumentation Controllers in Signal Conditioning Systems
S. Prakash, B Kalaiselvi, M. Batumalay
Abstract: 62 Viewers 10.47738/jads.v6i4.803
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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: 128 Viewers 10.47738/jads.v6i4.988
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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: 427 Viewers 10.47738/jads.v6i4.829
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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: 126 Viewers 10.47738/jads.v6i4.1004
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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: 78 Viewers 10.47738/jads.v6i4.996
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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: 121 Viewers 10.47738/jads.v6i4.1041
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3030-3045
Acceptance and Success Model for AI Use in Higher Education: Development, Instrument Decomposition, and Its Triangulation Testing
Aang Subiyakto, Muhammad Q Huda, Nashrul Hakiem, Hendra B Suseno, Viva Arifin, Agus N Azmi, Asrul Sani, Dwi Yuniarto, Muhammad S Hartawan, Agung Suryatno, Muji Muji, Fachrul Kurniawan, Ririen Kusumawati, Naeem A Balogun, Abd. Rahman Ahlan
Abstract: 479 Viewers 10.47738/jads.v6i4.619
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3046-3059
Optimized AI-IoT Solution for Real-Time Pest Identification in Smart Agriculture
Aasha Nandhini S, R. Karthick Manoj, M. Batumalay
Abstract: 57 Viewers 10.47738/jads.v6i4.810
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3060-3074
Dynamic Model for Budget Allocation in via Multi-Criteria Optimization
Sembina Gulbakyt, Abdualiyev Almaz, Sagnayeva Saule, Yoldash Suhrab
Abstract: 51 Viewers 10.47738/jads.v6i4.935
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3075-3088
Enhancing VIX Shock Prediction via a Probabilistic Attention Transformer
Jin Su Kim, Zoonky Lee
Abstract: 112 Viewers 10.47738/jads.v6i4.947
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3089-3105
Applied Data Science for Exploring Multi-Channel Retail Service Quality Affecting Customer Satisfaction and Loyalty at Commercial Banks
Man Thi Le, Tam Phan Thanh
Abstract: 18 Viewers 10.47738/jads.v6i4.1134
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3106-3122