Journal of Data Analytics and Artificial Intelligence Applications Home

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24.12.2024 17:19

About

Journal of Data Analytics and Artificial Intelligence Applications (D3AI) is an open-access, peer-reviewed scientific journal published electronically biannually in January and July within the body of Istanbul University Faculty of Computer and Information Technologies. The journal follows the double-blind peer-review process. The publication language of the journal is English.

Journal of Data Analytics and Artificial Intelligence Applications (D3AI) targets national and international audiences. It is a scholarly publication dedicated to the latest advancements in data analytics and artificial intelligence (AI). The journal serves as a platform for disseminating innovative research and insights in these rapidly evolving fields.

No processing fee or publication fee is requested for the articles sent to the journal

Statistics

Time to First Decision

4 days

Time to Final Decision

59 days

Time to Publication

29 days

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Archive

2026 - Volume 2, Issue 1 2025 - Volume 1, Issue 2 2025 - Volume 1, Issue 1

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Articles

Research Article Real-Time Waste Classification Using YOLOv8n: A Deep Learning Approach

Ibrahim M.a. Samak ^* , Gökalp Tulum
January 30, 2026 Page 1-16

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Research Article Weather-Aware Deep Reinforcement Learning for Predictive Modeling of Household Energy Dynamics

Enes Bajrami ^* , Petre Lameski
January 30, 2026 Page 17-44

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Research Article Vision-Based Open-Space Parking Management System Using YOLOv10

Bermal Aratoğlu ^* , Buğra Çelebi , Ahmet Özmen
January 30, 2026 Page 45-63

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Research Article Uncovering Decision-Making Styles in Iran Using Advanced Machine Learning: Deep Embedded Clustering and Explainable AI for Psychological Profiling

Taghi Shakouri Youvalari , İnci Zaim Gökbay ^*
January 30, 2026 Page 64-95

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Research Article An Interpretable Machine Learning Framework for Interictal EEG-based Epilepsy Classification

Reyhan Hoşavcı ^* , Raziye Kübra Kumrular
January 30, 2026 Page 96-110

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Research Article Real-Time Waste Classification Using YOLOv8n: A Deep Learning Approach

Ibrahim M.a. Samak ^* , Gökalp Tulum
January 30, 2026 Page 1-16

View PDF
Research Article Weather-Aware Deep Reinforcement Learning for Predictive Modeling of Household Energy Dynamics

Enes Bajrami ^* , Petre Lameski
January 30, 2026 Page 17-44

View PDF
Research Article Vision-Based Open-Space Parking Management System Using YOLOv10

Bermal Aratoğlu ^* , Buğra Çelebi , Ahmet Özmen
January 30, 2026 Page 45-63

View PDF
Research Article Uncovering Decision-Making Styles in Iran Using Advanced Machine Learning: Deep Embedded Clustering and Explainable AI for Psychological Profiling

Taghi Shakouri Youvalari , İnci Zaim Gökbay ^*
January 30, 2026 Page 64-95

View PDF
Research Article An Interpretable Machine Learning Framework for Interictal EEG-based Epilepsy Classification

Reyhan Hoşavcı ^* , Raziye Kübra Kumrular
January 30, 2026 Page 96-110

View PDF

Research Article An Interpretable Machine Learning Framework for Interictal EEG-based Epilepsy Classification

Reyhan Hoşavcı ^* , Raziye Kübra Kumrular
January 30, 2026 Page 96-110

View PDF
Research Article Weather-Aware Deep Reinforcement Learning for Predictive Modeling of Household Energy Dynamics

Enes Bajrami ^* , Petre Lameski
January 30, 2026 Page 17-44

View PDF
Research Article Real-Time Waste Classification Using YOLOv8n: A Deep Learning Approach

Ibrahim M.a. Samak ^* , Gökalp Tulum
January 30, 2026 Page 1-16

View PDF
Research Article Vision-Based Open-Space Parking Management System Using YOLOv10

Bermal Aratoğlu ^* , Buğra Çelebi , Ahmet Özmen
January 30, 2026 Page 45-63

View PDF
Research Article Uncovering Decision-Making Styles in Iran Using Advanced Machine Learning: Deep Embedded Clustering and Explainable AI for Psychological Profiling

Taghi Shakouri Youvalari , İnci Zaim Gökbay ^*
January 30, 2026 Page 64-95

View PDF
Research Article Damaged Parcel Detection in the Logistics Sector Using the Yolov12 Model with Roboflow 3.0

Ahmet Rodoplu , İncilay Yıldız ^*
July 28, 2025 Page 142-154

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Research Article QBERTox: A Quantum-Enhanced Explainable Model for Cyberbullying Detection in a Code-Mixed Language

Akriti Singh ^* , Ashok Yadav , Vrijendra Singh
July 28, 2025 Page 220-238

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Research Article Evaluating the Utility of Generative AI Models for Synthetic Medical Image Generation: A Study on Panoramic Dental X-Rays

Elif Yılmaz , Abdullah Huzeyfe Köse , Rahime Yılmaz ^*
July 28, 2025 Page 190-219

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Research Article A Journey Through Reviews: Exploring Machine Learning and Web Scraping to Decode Airline Sentiments

Cemal Öztürk ^*
July 28, 2025 Page 123-141

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Research Article An AI-based Personalised Job Recommendation and Application Assistant Agent for Enhanced Employment Matching: A Scrapus Use Case

Rabia Yörük ^*
July 28, 2025 Page 172-189

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Review Machine Learning Implementation in Automated Software Testing: A Review

Normi Sham Awang Abu Bakar ^*
January 30, 2025 Page 110-122

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Research Article Financial Performance Evaluation of Companies Listed in Corporate Governance and Sustainability Indices: Application of the IVSF-RBNAR Method

Karahan Kara ^* , Galip Cihan Yalçın , Hamide Özyürek
January 30, 2025 Page 36-60

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Research Article Modern AI Models for Text Analysis: A Comparison of Chatgpt and Rag

Aslan Nurzhanov ^* , Altynbek Sharipbay
January 30, 2025 Page 1-13

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Research Article Damaged Parcel Detection in the Logistics Sector Using the Yolov12 Model with Roboflow 3.0

Ahmet Rodoplu , İncilay Yıldız ^*
July 28, 2025 Page 142-154

View PDF
Research Article An AI-based Personalised Job Recommendation and Application Assistant Agent for Enhanced Employment Matching: A Scrapus Use Case

Rabia Yörük ^*
July 28, 2025 Page 172-189

View PDF
Research Article Evaluating the Utility of Generative AI Models for Synthetic Medical Image Generation: A Study on Panoramic Dental X-Rays

Elif Yılmaz , Abdullah Huzeyfe Köse , Rahime Yılmaz ^*
July 28, 2025 Page 190-219

View PDF
Research Article Enhancing SME Operations with Machine Learning and Business Intelligence: A Case Study of Kolay.ai

Rabia Yörük ^*
January 30, 2025 Page 61-83

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Research Article Children of the Tree: Optimised Rule Extraction from Machine Learning Models

Hilal Meydan ^* , Mert Bal
January 30, 2025 Page 14-35

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Research Article Analysis of Word Similarities in Tax Laws Using the Word2Vec Method

Ali İhsan Özgür Çilingir ^*
January 30, 2025 Page 84-109

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Research Article A Journey Through Reviews: Exploring Machine Learning and Web Scraping to Decode Airline Sentiments

Cemal Öztürk ^*
July 28, 2025 Page 123-141

View PDF

Research Article Modern AI Models for Text Analysis: A Comparison of Chatgpt and Rag

Aslan Nurzhanov ^* , Altynbek Sharipbay
January 30, 2025 Page 1-13

View PDF
Research Article Financial Performance Evaluation of Companies Listed in Corporate Governance and Sustainability Indices: Application of the IVSF-RBNAR Method

Karahan Kara ^* , Galip Cihan Yalçın , Hamide Özyürek
January 30, 2025 Page 36-60

View PDF
Research Article Enhancing SME Operations with Machine Learning and Business Intelligence: A Case Study of Kolay.ai

Rabia Yörük ^*
January 30, 2025 Page 61-83

View PDF
Research Article An AI-based Personalised Job Recommendation and Application Assistant Agent for Enhanced Employment Matching: A Scrapus Use Case

Rabia Yörük ^*
July 28, 2025 Page 172-189

View PDF
Research Article Damaged Parcel Detection in the Logistics Sector Using the Yolov12 Model with Roboflow 3.0

Ahmet Rodoplu , İncilay Yıldız ^*
July 28, 2025 Page 142-154

View PDF
Review Machine Learning Implementation in Automated Software Testing: A Review

Normi Sham Awang Abu Bakar ^*
January 30, 2025 Page 110-122

View PDF
Research Article QBERTox: A Quantum-Enhanced Explainable Model for Cyberbullying Detection in a Code-Mixed Language

Akriti Singh ^* , Ashok Yadav , Vrijendra Singh
July 28, 2025 Page 220-238

View PDF
Research Article Evaluating the Utility of Generative AI Models for Synthetic Medical Image Generation: A Study on Panoramic Dental X-Rays

Elif Yılmaz , Abdullah Huzeyfe Köse , Rahime Yılmaz ^*
July 28, 2025 Page 190-219

View PDF
Research Article A Journey Through Reviews: Exploring Machine Learning and Web Scraping to Decode Airline Sentiments

Cemal Öztürk ^*
July 28, 2025 Page 123-141

View PDF
Research Article Analysis of Word Similarities in Tax Laws Using the Word2Vec Method

Ali İhsan Özgür Çilingir ^*
January 30, 2025 Page 84-109

View PDF

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Journal Information

e-ISSN

3062-2697

Founded

2025

Publisher

Istanbul University

Coordinator of Scientific Publishing

Assoc. Prof. Dr. Özlem Arda
byk@istanbul.edu.tr

Primary Editor

Prof. Dr. İsmail Önden
ismail.onden@istanbul.edu.tr

Publication Model

Periodical Publication (January - July)

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