Turgay Tugay Bilgin profile image
Turgay Tugay Bilgin Prof. Dr. BURSA TEKNİK ÜNİVERSİTESİ
Publication 24 Review 40 CrossRef Cited 30 TR Dizin Cited 4
24 Publication
40 Review
30 CrossRef Cited
4 TR Dizin Cited
0000-0002-9245-5728

Research Fields

Big Data Cloud Computing Cyberphysical Systems and Internet of Things Edge Computing High Performance Computing

Institution

BURSA TEKNİK ÜNİVERSİTESİ

Popular Publications

Enhancing Energy Efficiency and Real-time Monitoring in Industrial Environments through an Integrated Software Solution: NIGHTWATCH
Authors: Kenan Selçuk , Kader Nikbay , Turgay Tugay Bilgin
Published: 2023 , Kirklareli University Journal of Engineering and Science
DOI: 10.34186/klujes.1380963
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 802

0

1

802

Laptop Price Range Prediction with Machine Learning Methods
Authors: Yasin Karakuş , Turgay Tugay Bilgin
Published: 2024 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2982

0

1

2982

DeepTherapy: A mobile platform for osteoarthritis rehabilitation utilizing chain-of-thought reasoning and deep learning
Authors: Turgay Tugay Bilgin , Muhammed Ferit Avcı , Selim Mahmut Günay , Büşra Şahin , Cetin Sayaca , Lale Altan , Özden Özkal , Tuğberk Coşkun , Hakan Özkaynak
Published: 2025 , The European Research Journal
DOI: 10.18621/eurj.1672422
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 793

1

1

793

Publications

An MLOps-centric Framework for Personalized Player Experience in Mobile Gaming Using MLflow
Authors: Turgay Tugay Bilgin , Emirhan Baran
Published: 2026 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1797457
FAVORITE 0 TOTAL DOWNLOAD COUNT 652

0

652

Comparative Analysis of SVM, k-NN and Logistic Regression Methods in Classifying Turkish Music Genres
Authors: Mehmet Cüneyt Özbalcı , Turgay Tugay Bilgin
Published: 2026 , Journal of Innovative Science and Engineering
DOI: 10.38088/jise.1809289
FAVORITE 0 TOTAL DOWNLOAD COUNT 404

0

404

Optimizing Large-Scale Data Processing in Smart Manufacturing: A Benchmarking Study on Automotive Industry Data
Authors: Zafer Yavuz , Turgay Tugay Bilgin
Published: 2026 , International Journal of Automotive Science And Technology
DOI: 10.30939/ijastech..1676422
FAVORITE 0 TOTAL DOWNLOAD COUNT 878

0

878

DeepTherapy: A mobile platform for osteoarthritis rehabilitation utilizing chain-of-thought reasoning and deep learning
Authors: Turgay Tugay Bilgin , Muhammed Ferit Avcı , Selim Mahmut Günay , Büşra Şahin , Cetin Sayaca , Lale Altan , Özden Özkal , Tuğberk Coşkun , Hakan Özkaynak
Published: 2025 , The European Research Journal
DOI: 10.18621/eurj.1672422
FAVORITE 1 TOTAL DOWNLOAD COUNT 793

1

793

Optimizing Big Data Management on Microsoft SQL Server: Enhancing Performance through Normalization and Advanced Analytical Techniques
Authors: Süleyman Burak Altinişik , Turgay Tugay Bilgin
Published: 2025 , International Journal of Innovative Engineering Applications
DOI: 10.46460/ijiea.1563777
FAVORITE 0 TOTAL DOWNLOAD COUNT 1494

0

1494

Unveiling trends: a comprehensive analysis of state funded projects of Türkiye through content analysis and text mining
Authors: Talha Koruk , Turgay Tugay Bilgin
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1538068
FAVORITE 0 TOTAL DOWNLOAD COUNT 835

0

835

Forecasting electricity demand in Türkiye: A comprehensive review of methods, determinants, and policy implications
Authors: Hakan Elbaş , Turgay Tugay Bilgin
Published: 2025 , Journal of Energy Systems
DOI: 10.30521/jes.1549293
FAVORITE 0 TOTAL DOWNLOAD COUNT 1586

0

1586

Insights Into Air Pollution Dynamics and Quality: A Comprehensive Analysis Of Scholarly Research In Türkiye
Authors: Saliha Çelikcan Bilgin , Turgay Tugay Bilgin
Published: 2025 , Firat University Journal of Experimental and Computational Engineering
DOI: 10.62520/fujece.1518347
FAVORITE 0 TOTAL DOWNLOAD COUNT 929

0

929

APPLICATION OF ARTIFICIAL INTELLIGENCE TECHNIQUES FOR DEFECT PREVENTION AND QUALITY CONTROL IN ARC WELDING PROCESSES: A COMPREHENSIVE REVIEW
Authors: Turgay Tugay Bilgin , Musa Selman Kunduracı , Ahmet Metin , Merve Doğru , Erdal Nayir
Published: 2024 , Middle East Journal of Science
DOI: 10.51477/mejs.1497277
FAVORITE 0 TOTAL DOWNLOAD COUNT 2025

0

2025

Forecasting urban forest recreation areas in Turkey using machine learning methods
Authors: Mehmet Cüneyt Özbalcı , Sena Dikici , Turgay Tugay Bilgin
Published: 2024 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1457140
FAVORITE 0 TOTAL DOWNLOAD COUNT 819

0

819

Performance Comparison of Supervised Machine Learning Methods in Classifying Celestial Objects
Authors: Maide Feyza Er , Turgay Tugay Bilgin
Published: 2024 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1517904
FAVORITE 0 TOTAL DOWNLOAD COUNT 606

0

606

COMPARISON OF MACHINE LEARNING ALGORITHMS FOR HEART DISEASE PREDICTION
Authors: Ayat Bahaa Abdulhussein , Turgay Tugay Bilgin
Published: 2024 , Istanbul Commerce University Journal of Tecnologies and Applied Sciences
DOI: 10.56809/icujtas.1433853
FAVORITE 0 TOTAL DOWNLOAD COUNT 1206

0

1206

Laptop Price Range Prediction with Machine Learning Methods
Authors: Yasin Karakuş , Turgay Tugay Bilgin
Published: 2024 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 2982

1

2982

Discovery and Comparison of the Relationship between Sleep Health and Lifestyle with PCA, Naive Bayes and Random Forest Trees Methods
Authors: Serkan Ayan , Turgay Tugay Bilgin
Published: 2024 , International Journal of Management Information Systems and Computer Science
DOI: 10.33461/uybisbbd.1415925
FAVORITE 0 TOTAL DOWNLOAD COUNT 1660

0

1660

ENHANCING MULTI-CLASS TEXT CLASSIFICATION WITH APRIORI-BASED FEATURE SELECTION
Authors: Maide Feyza Er , Turgay Tugay Bilgin
Published: 2024 , Middle East Journal of Science
DOI: 10.51477/mejs.1475196
FAVORITE 0 TOTAL DOWNLOAD COUNT 509

0

509

NATURAL LANGUAGE TEXT TO PROGRAMMING LANGUAGE CODE GENERATION STUDIES: A REVIEW
Authors: Ayşegül Hatipoğlu , Turgay Tugay Bilgin
Published: 2024 , İstanbul Commerce University Journal of Science
DOI: 10.55071/ticaretfbd.1354040
FAVORITE 0 TOTAL DOWNLOAD COUNT 2321

0

2321

Classification of Music Genres of GTZAN Dataset with Machine Learning Methods
Authors: Mehmet Cüneyt Özbalcı , Hasan Şahin , Turgay Tugay Bilgin
Published: 2024 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1436204
FAVORITE 0 TOTAL DOWNLOAD COUNT 1089

0

1089

Enhancing Energy Efficiency and Real-time Monitoring in Industrial Environments through an Integrated Software Solution: NIGHTWATCH
Authors: Kenan Selçuk , Kader Nikbay , Turgay Tugay Bilgin
Published: 2023 , Kirklareli University Journal of Engineering and Science
DOI: 10.34186/klujes.1380963
FAVORITE 1 TOTAL DOWNLOAD COUNT 802

1

802

Automatic Code Generation Techniques from Images or Sketches: A Review Study
Authors: Musa Selman Kunduracı , Turgay Tugay Bilgin
Published: 2023 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: 10.54525/tbbmd.1190177
FAVORITE 0 TOTAL DOWNLOAD COUNT 1500

0

1500

RENK TUTARSIZLIĞI PROBLEMLERİ VE ÇÖZÜMLERİ: BİR ARAŞTIRMA
Authors: Melike Bektaş , Seçkin Yılmaz , Turgay Tugay Bilgin
Published: 2023 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1125321
FAVORITE 0 TOTAL DOWNLOAD COUNT 945

0

945

Applied Comparison of Polynomial Regression and Artificial Neural Networks Methods for Prediction of House Prices
Authors: Zeynep Barut , Turgay Tugay Bilgin
Published: 2023 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.1190150
FAVORITE 0 TOTAL DOWNLOAD COUNT 2526

0

2526

Conceptual Design of Python IDE with Embedded Turkish Spoken Chatbot that Analyzes and Corrects the Syntax Errors
Authors: Turgay Tugay Bilgin , Erdem Yavuz
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1035421
FAVORITE 0 TOTAL DOWNLOAD COUNT 2369

0

2369

The Investigation of the Success of Different Machine Learning Methods in Breast Cancer Diagnosis
Authors: İbrahim Ateş , Turgay Tugay Bilgin
Published: 2021 , Konuralp Medical Journal
DOI: 10.18521/ktd.912462
FAVORITE 0 TOTAL DOWNLOAD COUNT 1775

0

1775

D.Ç.P: An Open Source Course Scheduling Program Developed as a Wordpress Plugin
Authors: Muhammed Selvi , Gizem Ortaç , Turgay Tugay Bilgin
Published: 2021 , Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
DOI: 10.47769/izufbed.874539
FAVORITE 0 TOTAL DOWNLOAD COUNT 1292

0

1292

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
International Journal of Automotive Science And Technology
International Journal of Automotive Science And Technology
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
International Journal of Multidisciplinary Studies and Innovative Technologies
International Journal of Multidisciplinary Studies and Innovative Technologies
Istanbul Commerce University Journal of Tecnologies and Applied Sciences
Istanbul Commerce University Journal of Tecnologies and Applied Sciences
Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
Journal of Energy Systems
Journal of Energy Systems
Journal of Innovative Science and Engineering
Journal of Innovative Science and Engineering
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Kirklareli University Journal of Engineering and Science
Kirklareli University Journal of Engineering and Science
Konuralp Medical Journal
Konuralp Medical Journal
Middle East Journal of Science
Middle East Journal of Science
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
The European Research Journal
The European Research Journal
Turkish Journal of Engineering
Turkish Journal of Engineering
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
Academic Platform Journal of Engineering and Smart Systems
Academic Platform Journal of Engineering and Smart Systems
Section Editor
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Section Editor
Journal of Innovative Science and Engineering
Journal of Innovative Science and Engineering
Editor , Section Editor
Editorial Board Memberships
Academic Platform Journal of Engineering and Smart Systems
Academic Platform Journal of Engineering and Smart Systems
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
Journal of Innovative Science and Engineering
Journal of Innovative Science and Engineering

Reviews

Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
International Journal of Engineering Technology and Applied Science
International Journal of Engineering Technology and Applied Science
Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
Journal of AI
Journal of AI
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Polytechnic
Journal of Polytechnic
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Karadeniz Sosyal Bilimler Dergisi
Karadeniz Sosyal Bilimler Dergisi
Karaelmas Science and Engineering Journal
Karaelmas Science and Engineering Journal
Manisa Celal Bayar Üniversitesi Sosyal Bilimler Dergisi
Manisa Celal Bayar Üniversitesi Sosyal Bilimler Dergisi
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Proceedings of International Mathematical Sciences
Proceedings of International Mathematical Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Science
Sakarya University Journal of Science
The European Research Journal
The European Research Journal
Turkish Journal of Engineering
Turkish Journal of Engineering
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering

Publications

DeepTherapy: A mobile platform for osteoarthritis rehabilitation utilizing chain-of-thought reasoning and deep learning
Authors: Turgay Tugay Bilgin , Muhammed Ferit Avcı , Selim Mahmut Günay , Büşra Şahin , Cetin Sayaca , Lale Altan , Özden Özkal , Tuğberk Coşkun , Hakan Özkaynak
Published: 2025 , The European Research Journal
DOI: 10.18621/eurj.1672422
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 793

1

1

793

Unveiling trends: a comprehensive analysis of state funded projects of Türkiye through content analysis and text mining
Authors: Talha Koruk , Turgay Tugay Bilgin
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1538068
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 835

3

0

835

Forecasting electricity demand in Türkiye: A comprehensive review of methods, determinants, and policy implications
Authors: Hakan Elbaş , Turgay Tugay Bilgin
Published: 2025 , Journal of Energy Systems
DOI: 10.30521/jes.1549293
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1586

4

0

1586

APPLICATION OF ARTIFICIAL INTELLIGENCE TECHNIQUES FOR DEFECT PREVENTION AND QUALITY CONTROL IN ARC WELDING PROCESSES: A COMPREHENSIVE REVIEW
Authors: Turgay Tugay Bilgin , Musa Selman Kunduracı , Ahmet Metin , Merve Doğru , Erdal Nayir
Published: 2024 , Middle East Journal of Science
DOI: 10.51477/mejs.1497277
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2025

2

0

2025

COMPARISON OF MACHINE LEARNING ALGORITHMS FOR HEART DISEASE PREDICTION
Authors: Ayat Bahaa Abdulhussein , Turgay Tugay Bilgin
Published: 2024 , Istanbul Commerce University Journal of Tecnologies and Applied Sciences
DOI: 10.56809/icujtas.1433853
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1206

4

0

1206

Discovery and Comparison of the Relationship between Sleep Health and Lifestyle with PCA, Naive Bayes and Random Forest Trees Methods
Authors: Serkan Ayan , Turgay Tugay Bilgin
Published: 2024 , International Journal of Management Information Systems and Computer Science
DOI: 10.33461/uybisbbd.1415925
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1660

2

0

1660

ENHANCING MULTI-CLASS TEXT CLASSIFICATION WITH APRIORI-BASED FEATURE SELECTION
Authors: Maide Feyza Er , Turgay Tugay Bilgin
Published: 2024 , Middle East Journal of Science
DOI: 10.51477/mejs.1475196
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 509

2

0

509

Classification of Music Genres of GTZAN Dataset with Machine Learning Methods
Authors: Mehmet Cüneyt Özbalcı , Hasan Şahin , Turgay Tugay Bilgin
Published: 2024 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1436204
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1089

1

0

1089

Applied Comparison of Polynomial Regression and Artificial Neural Networks Methods for Prediction of House Prices
Authors: Zeynep Barut , Turgay Tugay Bilgin
Published: 2023 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.1190150
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2526

5

0

2526

Conceptual Design of Python IDE with Embedded Turkish Spoken Chatbot that Analyzes and Corrects the Syntax Errors
Authors: Turgay Tugay Bilgin , Erdem Yavuz
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1035421
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2369

1

0

2369

The Investigation of the Success of Different Machine Learning Methods in Breast Cancer Diagnosis
Authors: İbrahim Ateş , Turgay Tugay Bilgin
Published: 2021 , Konuralp Medical Journal
DOI: 10.18521/ktd.912462
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1775

5

0

1775

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.