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Home > Archives > Vol 5, No 3

DOI: https://doi.org/10.47738/jads.v5i3

Table of Contents

Articles

Applied Regression Modelling to Recommend Green Business Development in Vietnam Lu Phi Nga, Nguyen Quoc Huy, Phan Thanh Tam Abstract: 580 Viewers 10.47738/jads.v5i3.294

PDF 822-837

Volatility Analysis of Cryptocurrencies using Statistical Approach and GARCH Model a Case Study on Daily Percentage Change Sarmini Sarmini, Chyntia Raras Ajeng Widiawati, Diah Ratna Febrianti, Dwi Yuliana Abstract: 955 Viewers 10.47738/jads.v5i3.261

PDF 838-848

The Mediating Role of Psychological Ownership and Job Satisfaction in Human Resource Management Practices and Employee Loyalty: A Case Study of Sichuan University of Technology Juncai He, Teetut Tresirichod Abstract: 529 Viewers 10.47738/jads.v5i3.266

PDF 849-863

Assessing Leadership Styles, Self-Efficacy, Job Satisfaction, and Organizational Commitment in Rural Administrative Officials Through Mixed-Methods and Quantitative Data Analysis Aheruddin Aheruddin, Henry Eryanto, Tuty Sariwulan Abstract: 807 Viewers 10.47738/jads.v5i3.315

PDF 864-884

To Retrench or Invest? Evaluating the Turnaround and Recovery Strategies of Indonesia MNEs through Data Science Approaches Willy Abdillah, Delly Nofiani, Maria Paramastri Hayuning Adi, Eka Marlina Abstract: 467 Viewers 10.47738/jads.v5i3.270

PDF 885-900

Enhancing Spam Detection Using Hybrid of Harris Hawks and Firefly Optimization Algorithms Mosleh M. Abualhaj, Qusai Y. Shambour, Adeeb Alsaaidah, Ahmad Abu-Shareha, Sumaya Al-Khatib, Mohammad O. Hiari Abstract: 461 Viewers 10.47738/jads.v5i3.279

PDF 901-911

The Antecedents Affecting the Job Performance of Private Enterprises Xiang Li, Teetut Tresirichod Abstract: 547 Viewers 10.47738/jads.v5i3.265

PDF 912-924

Perceived Risk as a Mediator Between Brand Trust, Perceived Fit, and Brand Extension Success: Case Study of China Time-honored Brand Change Lu, Thitima Pulpetch, Liou-Yuan Li Abstract: 595 Viewers 10.47738/jads.v5i3.317

PDF 925-935

Novel Battery Management with Fuzzy Tuned Low Voltage Chopper and Machine Learning Controlled Drive for Electric Vehicle Battery Management: A Pathway Towards SDG Vinoth Kumar P, Priya S, Gunapriya D, M Batumalay Abstract: 514 Viewers 10.47738/jads.v5i3.236

PDF 936-947

Implementation of Scale-Invariant Feature Transform Convolutional Neural Network for Detecting Distracted Driver Nahdatul Fhadilla, Winita Sulandari, Irwan Susanto, Isnandar Slamet, Sugiyanto Sugiyanto, Sri Subanti, Etik Zukhronah, Hilman Ferdinandus Pardede, Jimmy Abdel Kadar Abstract: 457 Viewers 10.47738/jads.v5i3.222

PDF 948-960

Applying Structural Equation Modelling for Assessing Factors Influencing Innovation Capacity and Business Efficiency Lu Phi Nga, Nguyen Quoc Huy, Phan Thanh Tam Abstract: 471 Viewers 10.47738/jads.v5i3.295

PDF 961-979

Applied Regression Modelling to Perfect Labor Law Policies Contributed to Increasing the Efficiency of Human Resource Management at FDI Enterprises Tran Thi Bich Nga Abstract: 470 Viewers 10.47738/jads.v5i3.308

PDF 980-996

Asynchronous Programming based on Services with Application of Neural Networks as a Method of Taking Legitimate Measures at DDoS Attacks Kairat Tokpayev, Agyn Bedelbayev Abstract: 440 Viewers 10.47738/jads.v5i3.276

PDF 997-1007

A Grid-search Method Approach for Hyperparameter Evaluation and Optimization on Teachable Machine Accuracy: A Case Study of Sample Size Variation Edwin Ariesto Umbu Malahina, Gregorius Rinduh Iriane, Yohanes Suban Belutowe, Petrus Katemba, Jimi Asmara Abstract: 607 Viewers 10.47738/jads.v5i3.290

PDF 1008-1025

Synchronization Patterns for Digital Twin Systems Wael Alghamdi, Emad Albassam Abstract: 743 Viewers 10.47738/jads.v5i3.267

PDF 1026-1037

A Multilingual Corpus for Panic and Worry in Code-Mixed Tweets by VADER Sentiment Analysis Razailin Abdul Rashid, Siti Hafizah Ab Hamid, Faisal Fahmi Abstract: 531 Viewers 10.47738/jads.v5i3.259

PDF 1038-1051

Improved Hybrid Machine and Deep Learning Model for Optimization of Smart Egg Incubator Anita Febriani, Refni Wahyuni, Mardeni Mardeni, Yuda Irawan, Rika Melyanti Abstract: 950 Viewers 10.47738/jads.v5i3.304

PDF 1052-1068

Performance Fuzzy Decision Model for Evaluating Employees’ Work-from-Home Performance Christiawan Immanuel, Ditdit Nugeraha Utama Abstract: 408 Viewers 10.47738/jads.v5i3.269

PDF 1069-1086

The Success Factors of E-Philanthropy are Determined Based on Perceived Trust, Perceived Usefulness, Subjective Norms, Enjoyment and Religiosity: A Case Study on a Charity Site Husni Teja Sukmana, Herlino Nanang, Fenty Eka Muzayyana Agustin, Zidny Fiqha Aristoi, Khansa Azizah Abstract: 538 Viewers 10.47738/jads.v5i3.310

PDF 1087-1095

Computer Simulation of Control of High-Order Nonlinear Systems using Feedback Gulnaz Bakhadirova, Nurbolat Tasbolatuly, Alua Tanirbergenova, Aigul Dautova, Akerke Akanova, Yuliya Ulikhina Abstract: 515 Viewers 10.47738/jads.v5i3.275

PDF 1096-1109

Data Processing and Optimization in the Development of Machine Learning Systems: Detailed Requirements Analysis, Model Architecture, and Anti-Data Drift Strategies Nataliya Boyko Abstract: 423 Viewers 10.47738/jads.v5i3.278

PDF 1110-1122

Retinopathy Classification using Convolutional Neural Network Method with Adaptive Momentum Optimization and Applied Batch Normalization Isnandar Slamet, Dhestahendra Citra Susilotomoa, Etik Zukhronah, Sri Subanti, Irwan Susanto, Winita Sulandari, Sugiyanto Sugiyanto, Yuliana Susanti Abstract: 354 Viewers 10.47738/jads.v5i3.309

PDF 1123-1133

Mitigating Healthcare Information Overload: a Trust-aware Multi-Criteria Collaborative Filtering Model Qusai Y Shambour, Mosleh M Abualhaj, Ahmad Abu-Shareha, Abdelrahman H Hussein, Qasem M Kharma Abstract: 400 Viewers 10.47738/jads.v5i3.297

PDF 1134-1146

Lower Limb Prosthetics using Optimized Deep Learning Model – a Pathway Towards SDG Good Health and Well Being Prakash S, Jeyasudha M, Priya S, M Batumalay Abstract: 285 Viewers 10.47738/jads.v5i3.239

PDF 1147-1161

Elements Influencing the Caliber of Electronic Logistics Services in Vietnam Trinh Le Tan, Tung Minh Tran Abstract: 452 Viewers 10.47738/jads.v5i3.277

PDF 1162-1174

Early Stopping on CNN-LSTM Development to Improve Classification Performance M. Khairul Anam, Sarjon Defit, Haviluddin Haviluddin, Lusiana Efrizoni, Muhammad Bambang Firdaus Abstract: 1035 Viewers 10.47738/jads.v5i3.312

PDF 1175-1188

Assessing the Performance and Competitive Strategies of Bamboo Weaving MSMEs in Bali Using Quantitative Associative Causal Design I Made Kartika, I Made Sumada, I Made Adi Suwandana, Yudistira Adnyana, I Dewa Gede Putra Sedana, I Wayan Meryawan Abstract: 394 Viewers 10.47738/jads.v5i3.320

PDF 1189-1209

Logistic Regression Analysis of Factors that Influence User Experience in Student Medical Report Applications Tenia Wahyuningrum, Novian Adi Prasetyo, Gita Fadila Fitriana, Dimas Fanny Hebrasianto Permadi, Rr. Setyawati, Joewandewa Yuliansyah, Khoem Sambath Abstract: 324 Viewers 10.47738/jads.v5i3.285

PDF 1210-1222

Anomaly Detection in Sales Transactions for FMCG (Fast Moving Consumer Goods) Distribution Eggy Tanuwijaya, Tuga Mauritsius Abstract: 430 Viewers 10.47738/jads.v5i3.228

PDF 1223-1236

Early Detection of Female Type-2 Diabetes using Machine Learning and Oversampling Techniques Lana Al-Dabbas, Ahmad Adel Abu-Shareha Abstract: 394 Viewers 10.47738/jads.v5i3.298

PDF 1237-1245

Data Management as a Critical Component of Protecting Corporate Devices Agassi Melikov, Vagif Gasimov, Samur Ahmadov Abstract: 311 Viewers 10.47738/jads.v5i3.283

PDF 1246-1257

Development and Research of an Autonomous Device for Sending a Distress Signal Based on a Low-Orbit Satellite Communication System Nurbolat Ondyrbayev, Sabyrzhan Zhumagali, Katipa Chezhimbayeva, Yelaman Zhumanov, Nursultan Nurzhauov Abstract: 238 Viewers 10.47738/jads.v5i3.289

PDF 1258-1271

Machine Learning Algorithm Optimization using Stacking Technique for Graduation Prediction Herianto Herianto, Bambang Kurniawan, Zupri Henra Hartomi, Yuda Irawan, M Khairul Anam Abstract: 645 Viewers 10.47738/jads.v5i3.316

PDF 1272-1285

Implementation of Enhanced Axis Aligned Bounding Box for Object Collision Detection in Distributed Virtual Environment Elfizar Elfizar, Tutut Herawan, Sukamto Sukamto Abstract: 442 Viewers 10.47738/jads.v5i3.226

PDF 1286-1298

Gum Disease Identification Using Fuzzy Expert System Muhammad Nasir, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Nurul Shaira Binti Bujang Abstract: 408 Viewers 10.47738/jads.v5i3.346

PDF 1299-1310

Applied Random Forest Algorithm for News and Article Features on The Stock Price Movement: An Empirical Study of The Banking Sector in Vietnam Nguyen Minh Nhat Abstract: 415 Viewers 10.47738/jads.v5i3.338

PDF 1311-1324

Sustainable Educational Data Mining Studies: Identifying Key Factors and Techniques for Predicting Student Academic Performance Murnawan Murnawan, Sri Lestari, Rosalim Samihardjo, Deshinta Arrova Dewi Abstract: 442 Viewers 10.47738/jads.v5i3.347

PDF 1325-1342

Ethno-Flipped Learning of Mathematics Lessons Based on Internalizing Data from Tri Mandala Concept on Schoology Platform I Made Ardana, I Made Sugiarta, I Gde Wawan Sudatha, Made Susi Lissia Andayani, Dewa Gede Hendra Divayana Abstract: 305 Viewers 10.47738/jads.v5i3.361

PDF 1343-1353

Water Quality Prediction using Random Forest Algorithm and Optimization Deshinta Arrova Dewi, Aik Sam Wei, Leong Chi Lin, Chang Ding Heng Abstract: 562 Viewers 10.47738/jads.v5i3.348

PDF 1354-1362

Combined Fire Fly – Support Vector Machine Digital Radiography Classification (FF-SVM-DRC) Model for Inferior Alveolar Nerve Injury (IANI) Identification P. Manikandaprabhu, C. Thirumoorthi, M. Batumalay, Zhengrui Xu Abstract: 234 Viewers 10.47738/jads.v5i3.356

PDF 1363-1375

An Effective Investigation of Genetic Disorder Disease Using Deep Learning Methodology B. Vidhya, B. L. Shivakumar, Siti Sarah Maidin, Jing Sun Abstract: 254 Viewers 10.47738/jads.v5i3.370

PDF 1376-1385

Deep Wiener Deconvolution Denoising Sparse Autoencoder Model for Pre-processing High-resolution Satellite Images S. Kiruthika, G. Maria Priscilla, Anna Saro Vijendran, M. Batumalay, Zhengrui Xu Abstract: 362 Viewers 10.47738/jads.v5i3.357

PDF 1386-1398

Optimized Deep Learning method for Enhanced Medical Diagnostics of Polycystic Ovary Syndrome Detection M. Praneesh, N. Nivetha, Siti Sarah Maidin, Wu Ge Abstract: 293 Viewers 10.47738/jads.v5i3.368

PDF 1399-1411

IoT based Intrusion Detection for Edge Devices using Augmented System R. Nagarajan, M. Batumalay, Zhengrui Xu Abstract: 229 Viewers 10.47738/jads.v5i3.358

PDF 1412-1423

Entrepreneurial Orientation and MSME’s Tourism Performance: The Mediating Role of Social Media Capability Ryna Parlyna, Perengki Susanto, Abror Abror, Arif Marsal Abstract: 356 Viewers 10.47738/jads.v5i3.377

PDF 1424-1439

Optimizing Emergency Logistics Identification: Utilizing A Deep Learning Model in the Big Data Era V. Sumathi, B. L. Shivakumar, Siti Sarah Maidin, Wu Ge Abstract: 209 Viewers 10.47738/jads.v5i3.369

PDF 1440-1448

Clustering the Unlabeled Data Using a Modified Cat Swarm Optimization Deshinta Arrova Dewi, Tri Basuki Kurniawan, Mohd Zaki Zakaria, Sheeba Armoogum Abstract: 470 Viewers 10.47738/jads.v5i3.349

PDF 1449-1461

Modeling Ramadan Hilal Classification with Image Processing Technology Using YOLO Algorithm Nenny Anggraini, Zulkifli Zulkifli, Nashrul Hakiem Abstract: 441 Viewers 10.47738/jads.v5i3.311

PDF 1462-1471

Efficient Web Mining on MyAnimeList: A Concurrency-Driven Approach Using the Go Programming Language Muhammad Daffa Arviano Putra, Deshinta Arrova Dewi, Wahyuningdiah Trisari Harsanti Putri, Harry Tursulistyono Yani Achsan Abstract: 329 Viewers 10.47738/jads.v5i3.352

PDF 1472-1481

Unveiling Criminal Activity: a Social Media Mining Approach to Crime Prediction Sheeba Armoogum, Deshinta Arrova Dewi, Vinaye Armoogum, Nicolas Melanie, Tri Basuki Kurniawan Abstract: 576 Viewers 10.47738/jads.v5i3.350

PDF 1482-1494

Utilizing Support Vector Machine and Dimensionality Reduction to Identify Student Learning Styles within the Felder-Silverman Model Andhika Rafi Hananto, Aina Musdholifah, Retantyo Wardoyo Abstract: 347 Viewers 10.47738/jads.v5i3.337

PDF 1495-1507

Breast Cancer Prediction Using Metrics-Based Classification Sheeba Armoogum, Deshinta Arrova Dewi, Motean Kezhilen, Dedi Trinawarman Abstract: 567 Viewers 10.47738/jads.v5i3.351

PDF 1508-1519