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Vahid Sinap Assoc. Prof. Dr. Ufuk Üniversitesi
Publication 20 Review 30 CrossRef Cited 46 TR Dizin Cited 8
20 Publication
30 Review
46 CrossRef Cited
8 TR Dizin Cited
0000-0002-8734-9509
59124176000

Research Fields

Health Informatics and Information Systems Business Process Management Decision Support and Group Support Systems Management Information Systems Image Processing Deep Learning Neural Networks Semi- and Unsupervised Learning Supervised Learning Classification Algorithms Machine Learning (Other) Data Mining and Knowledge Discovery Intelligent Robotics Fuzzy Computation Natural Language Processing Autonomous Agents and Multiagent Systems Planning and Decision Making

Institution

Ufuk Üniversitesi

Popular Publications

Comparative Performance Analysis of Machine Learning Algorithms in the Retail Industry: Black Friday Sales Forecasting
Authors: Vahid Sinap
Published: 2024 , Journal of Selçuk University Social Sciences Vocational School
DOI: 10.29249/selcuksbmyd.1401822
CITED 3 FAVORITE 2 TOTAL DOWNLOAD COUNT 1577

3

2

1577

Prediction of Counter-Strike: Global Offensive Round Results with Machine Learning Techniques
Authors: Vahid Sinap
Published: 2023 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1235031
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 1625

5

1

1625

Machine Learning in Education: A Science Mapping Study
Authors: Vahid Sinap
Published: 2024 , Baskent University Journal of Education
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1098

0

1

1098

Publications

A Comprehensive Machine Learning Framework for Employee Attrition Prediction
Authors: Vahid Sinap , Saadet Nur Karadenizli Sinap
Published: 2026 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1864152
FAVORITE 0 TOTAL DOWNLOAD COUNT 369

0

369

A novel hyperparameter tuning method for enhanced intrusion detection in network security
Authors: Vahid Sinap
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1624366
FAVORITE 0 TOTAL DOWNLOAD COUNT 1331

0

1331

A Deep Dive Into Customer Segmentation Through Advanced Data Mining Techniques
Authors: Vahid Sinap
Published: 2025 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2025278014
FAVORITE 0 TOTAL DOWNLOAD COUNT 980

0

980

The Impact of Balancing Techniques and Feature Selection on Machine Learning Models for Diabetes Detection
Authors: Vahid Sinap
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1556260
FAVORITE 0 TOTAL DOWNLOAD COUNT 894

0

894

Bankruptcy Prediction with Optuna-Enhanced Ensemble Machine Learning Methods: A Comparison of Oversampling and Undersampling Techniques
Authors: Vahid Sinap
Published: 2025 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1597564
FAVORITE 0 TOTAL DOWNLOAD COUNT 1403

0

1403

Improving Machine Failure Prediction with Grey Wolf, Whale Optimization, and Optuna Techniques
Authors: Vahid Sinap
Published: 2025 , Gazi University Journal of Science Part A: Engineering and Innovation
DOI: 10.54287/gujsa.1544942
FAVORITE 0 TOTAL DOWNLOAD COUNT 1169

0

1169

A Comparative Analysis of Machine Learning Techniques for House Price Prediction with Optuna-Based Hyperparameter Optimization
Authors: Vahid Sinap
Published: 2025 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1544987
FAVORITE 0 TOTAL DOWNLOAD COUNT 1184

0

1184

Outliers Treatment for Improved Prediction of CO and NOx Emissions from Gas Turbines Using Ensemble Regressor Approaches
Authors: Vahid Sinap
Published: 2025 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1566965
FAVORITE 0 TOTAL DOWNLOAD COUNT 1879

0

1879

Comparative analysis of machine learning techniques for detecting potability of water
Authors: Vahid Sinap
Published: 2024 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1416015
FAVORITE 0 TOTAL DOWNLOAD COUNT 1135

0

1135

CLASSIFICATION OF CUSTOMER SENTIMENTS BASED ON ONLINE REVIEWS: COMPARATIVE ANALYSIS OF MACHINE LEARNING AND DEEP LEARNING ALGORITHMS
Authors: Vahid Sinap
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1420530
FAVORITE 0 TOTAL DOWNLOAD COUNT 1107

0

1107

A Comparative Study of Loan Approval Prediction Using Machine Learning Methods
Authors: Vahid Sinap
Published: 2024 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1455978
FAVORITE 0 TOTAL DOWNLOAD COUNT 5512

0

5512

Comparative analysis of machine learning techniques for credit card fraud detection: Dealing with imbalanced datasets
Authors: Vahid Sinap
Published: 2024 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1386127
FAVORITE 0 TOTAL DOWNLOAD COUNT 5159

0

5159

Comparative Performance Analysis of Machine Learning Algorithms in the Retail Industry: Black Friday Sales Forecasting
Authors: Vahid Sinap
Published: 2024 , Journal of Selçuk University Social Sciences Vocational School
DOI: 10.29249/selcuksbmyd.1401822
FAVORITE 2 TOTAL DOWNLOAD COUNT 1577

2

1577

Machine Learning in Education: A Science Mapping Study
Authors: Vahid Sinap
Published: 2024 , Baskent University Journal of Education
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1098

1

1098

Prediction of Counter-Strike: Global Offensive Round Results with Machine Learning Techniques
Authors: Vahid Sinap
Published: 2023 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1235031
FAVORITE 1 TOTAL DOWNLOAD COUNT 1625

1

1625

Determination of Cyberloafing Levels and Reasons of Higher Education Students in the Distance Education Process
Authors: Vahid Sinap
Published: 2023 , Journal of Higher Education and Science
DOI: 10.5961/higheredusci.1094677
FAVORITE 0 TOTAL DOWNLOAD COUNT 870

0

870

Uzaktan Eğitim Sürecine Yönelik Bulanık Mantık Tabanlı Bir Performans Değerlendirme Sistemi
Authors: Vahid Sinap
Published: 2023 , Journal of Sustainable Education Studies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 598

0

598

EXAMINATION OF THE SOCIAL MEDIA USERS’ ATTITUDE CONCERNING SOCIAL MEDIA
Authors: Vahid Sinap
Published: 2022 , Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2346

0

2346

EXAMINATION OF TURKEY ADDRESSED EDUCATIONAL TECHNOLOGY PUBLICATIONS IN TERMS OF CONTENT AND COOPERATION: A SCIENCE MAPPING STUDY
Authors: Vahid Sinap
Published: 2022 , Educational Technology Theory and Practice
DOI: 10.17943/etku.1005578
FAVORITE 0 TOTAL DOWNLOAD COUNT 1148

0

1148

USE OF ARDUINO ACTIVITIES THROUGH PROBLEM BASED LEARNING IN PROGRAMMING EDUCATION: AN ACTION RESEARCH
Authors: Vahid Sinap , Veysel Demirer
Published: 2022 , Educational Technology Theory and Practice
DOI: 10.17943/etku.1035265
FAVORITE 0 TOTAL DOWNLOAD COUNT 1816

0

1816

Articles published in
Baskent University Journal of Education
Baskent University Journal of Education
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
Educational Technology Theory and Practice
Educational Technology Theory and Practice
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Journal of Higher Education and Science
Journal of Higher Education and Science
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Journal of Selçuk University Social Sciences Vocational School
Journal of Selçuk University Social Sciences Vocational School
Journal of Sustainable Education Studies
Journal of Sustainable Education Studies
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Turkish Journal of Engineering
Turkish Journal of Engineering
Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Editorship
Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Editor
Editorial Board Memberships
Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi

Reviews

Acta Infologica
Acta Infologica
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Alanya Academic Review
Alanya Academic Review
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Educational Academic Research
Educational Academic Research
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
International Journal of Turkish Education Sciences
International Journal of Turkish Education Sciences
Journal of Information Technologies
Journal of Information Technologies
Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty
Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Journal of Selçuk University Social Sciences Vocational School
Journal of Selçuk University Social Sciences Vocational School
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kent Akademisi
Kent Akademisi
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Mersin University Journal of the Faculty of Education
Mersin University Journal of the Faculty of Education
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Trakya University Journal of Social Science
Trakya University Journal of Social Science
Turkish Journal of Engineering
Turkish Journal of Engineering
Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Ufuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Yönetim Bilimleri Dergisi
Yönetim Bilimleri Dergisi

Publications

A novel hyperparameter tuning method for enhanced intrusion detection in network security
Authors: Vahid Sinap
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1624366
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 1331

9

0

1331

A Comparative Analysis of Machine Learning Techniques for House Price Prediction with Optuna-Based Hyperparameter Optimization
Authors: Vahid Sinap
Published: 2025 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1544987
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1184

2

0

1184

Outliers Treatment for Improved Prediction of CO and NOx Emissions from Gas Turbines Using Ensemble Regressor Approaches
Authors: Vahid Sinap
Published: 2025 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1566965
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1879

1

0

1879

Comparative analysis of machine learning techniques for detecting potability of water
Authors: Vahid Sinap
Published: 2024 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1416015
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1135

2

0

1135

CLASSIFICATION OF CUSTOMER SENTIMENTS BASED ON ONLINE REVIEWS: COMPARATIVE ANALYSIS OF MACHINE LEARNING AND DEEP LEARNING ALGORITHMS
Authors: Vahid Sinap
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1420530
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1107

1

0

1107

A Comparative Study of Loan Approval Prediction Using Machine Learning Methods
Authors: Vahid Sinap
Published: 2024 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1455978
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 5512

5

0

5512

Comparative analysis of machine learning techniques for credit card fraud detection: Dealing with imbalanced datasets
Authors: Vahid Sinap
Published: 2024 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1386127
CITED 15 FAVORITE 0 TOTAL DOWNLOAD COUNT 5159

15

0

5159

Comparative Performance Analysis of Machine Learning Algorithms in the Retail Industry: Black Friday Sales Forecasting
Authors: Vahid Sinap
Published: 2024 , Journal of Selçuk University Social Sciences Vocational School
DOI: 10.29249/selcuksbmyd.1401822
CITED 3 FAVORITE 2 TOTAL DOWNLOAD COUNT 1577

3

2

1577

Prediction of Counter-Strike: Global Offensive Round Results with Machine Learning Techniques
Authors: Vahid Sinap
Published: 2023 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1235031
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 1625

5

1

1625

Determination of Cyberloafing Levels and Reasons of Higher Education Students in the Distance Education Process
Authors: Vahid Sinap
Published: 2023 , Journal of Higher Education and Science
DOI: 10.5961/higheredusci.1094677
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 870

1

0

870

EXAMINATION OF TURKEY ADDRESSED EDUCATIONAL TECHNOLOGY PUBLICATIONS IN TERMS OF CONTENT AND COOPERATION: A SCIENCE MAPPING STUDY
Authors: Vahid Sinap
Published: 2022 , Educational Technology Theory and Practice
DOI: 10.17943/etku.1005578
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1148

1

0

1148

USE OF ARDUINO ACTIVITIES THROUGH PROBLEM BASED LEARNING IN PROGRAMMING EDUCATION: AN ACTION RESEARCH
Authors: Vahid Sinap , Veysel Demirer
Published: 2022 , Educational Technology Theory and Practice
DOI: 10.17943/etku.1035265
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1816

1

0

1816

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