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Yavuz Ünal Asst. Prof. Dr. SINOP UNIVERSITY
Publication 10 Review 26 CrossRef Cited 14 TR Dizin Cited 2
10 Publication
26 Review
14 CrossRef Cited
2 TR Dizin Cited
0000-0002-3007-679X
46061541800

Research Fields

Decision Support and Group Support Systems Deep Learning Information and Computing Sciences Big Data Image Processing Fuzzy Computation

Institution

SINOP UNIVERSITY

Popular Publications

Investigation of The Relationship Between Technology Use and Student Success Using Some Clustering Algorithms
Authors: Şeymanur Gökçe , Yavuz Ünal , Hatice Vural , Metin Orbay
Published: 2024 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1349897
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 745

1

2

745

CLASSIFICATION OF COVID-19 DATASET WITH SOME MACHINE LEARNING METHODS
Authors: Yavuz Ünal , Muhammed Nuri Dudak
Published: 2020 , Journal of Amasya University the Institute of Sciences and Technology
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 5449

0

1

5449

Publications

Evaluation of Kernel and Parameter Effects on the Performance of Classifiers for Differentiated Thyroid Cancer Recurrence
Authors: Mertcan Tutum , Yavuz Ünal
Published: 2026 , Positive Science International
DOI: 10.71340/psi.1709547
FAVORITE 0 TOTAL DOWNLOAD COUNT 4

0

4

Mango leaf disease detection using deep feature extraction and machine learning methods: A comparative survey
Authors: Yavuz Ünal , Muammer Türkoğlu
Published: 2025 , El-Cezeri
DOI: 10.31202/ecjse.1420624
FAVORITE 0 TOTAL DOWNLOAD COUNT 2387

0

2387

Detecting Wheat Leaf Diseases: A Deep Feature-Based Approach with Machine Learning Classification
Authors: Yavuz Ünal , Muzaffer Bolat
Published: 2024 , Selcuk Journal of Agriculture and Food Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1170

0

1170

Investigation of The Relationship Between Technology Use and Student Success Using Some Clustering Algorithms
Authors: Şeymanur Gökçe , Yavuz Ünal , Hatice Vural , Metin Orbay
Published: 2024 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1349897
FAVORITE 2 TOTAL DOWNLOAD COUNT 745

2

745

Examining the Performance of a Deep Learning Model Utilizing Yolov8 for Vehicle Make and Model Classification
Authors: Yavuz Ünal , Muzaffer Bolat , Muhammet Nuri Dudak
Published: 2024 , Journal of Engineering Technology and Applied Sciences
DOI: 10.30931/jetas.1432261
FAVORITE 0 TOTAL DOWNLOAD COUNT 1085

0

1085

Bacterial Disease Detection of Cherry Plant Using Deep Features
Authors: Emrah Dönmez , Yavuz Ünal , Hatice Kayhan
Published: 2024 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1359146
FAVORITE 0 TOTAL DOWNLOAD COUNT 1406

0

1406

Deep Learning Approaches for Sunflower Disease Classification: A Study of Convolutional Neural Networks with Squeeze and Excitation Attention Blocks
Authors: Yavuz Ünal , Muhammet Nuri Dudak
Published: 2024 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1380995
FAVORITE 0 TOTAL DOWNLOAD COUNT 725

0

725

CLASSIFICATION OF COVID-19 DATASET WITH SOME MACHINE LEARNING METHODS
Authors: Yavuz Ünal , Muhammed Nuri Dudak
Published: 2020 , Journal of Amasya University the Institute of Sciences and Technology
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 5449

1

5449

Improving classification performance for an imbalanced educational dataset example using SMOTE
Authors: Yavuz Ünal , Ahmet Sağlam, Osman Kayhan
Published: 2019 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.638608
FAVORITE 0 TOTAL DOWNLOAD COUNT 1632

0

1632

An Action Research for the Value Education Provided With Digital Storytelling
Authors: Erhan Kutlucan , Recep Çakır , Yavuz Ünal
Published: 2019 , Kastamonu Education Journal
DOI: 10.24106/kefdergi.3388
FAVORITE 0 TOTAL DOWNLOAD COUNT 4795

0

4795

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
El-Cezeri
El-Cezeri
Journal of Amasya University the Institute of Sciences and Technology
Journal of Amasya University the Institute of Sciences and Technology
Journal of Engineering Technology and Applied Sciences
Journal of Engineering Technology and Applied Sciences
Kastamonu Education Journal
Kastamonu Education Journal
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Positive Science International
Positive Science International
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Selcuk Journal of Agriculture and Food Sciences
Selcuk Journal of Agriculture and Food Sciences
Editorship
Journal of Gaziosmanpasa Scientific Research
Journal of Gaziosmanpasa Scientific Research
Section Editor
Editorial Board Memberships
International Journal of Engineering Approaches
International Journal of Engineering Approaches
INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND APPLICATIONS
INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND APPLICATIONS
Journal of Gaziosmanpasa Scientific Research
Journal of Gaziosmanpasa Scientific Research

Reviews

Academic Research Journal of Technical Vocational Schools
Academic Research Journal of Technical Vocational Schools
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
International Journal of Automotive Engineering and Technologies
International Journal of Automotive Engineering and Technologies
International Journal of Engineering Approaches
International Journal of Engineering Approaches
INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND APPLICATIONS
INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND APPLICATIONS
International Journal of Multidisciplinary Studies and Innovative Technologies
International Journal of Multidisciplinary Studies and Innovative Technologies
Journal of Gaziosmanpasa Scientific Research
Journal of Gaziosmanpasa Scientific Research
Journal of Information Technologies
Journal of Information Technologies
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Scientific Educational Studies
Scientific Educational Studies
Selcuk Journal of Agriculture and Food Sciences
Selcuk Journal of Agriculture and Food Sciences
Sinop University Journal of Natural Sciences
Sinop University Journal of Natural Sciences
Turkish Academic Research Review
Turkish Academic Research Review
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

Mango leaf disease detection using deep feature extraction and machine learning methods: A comparative survey
Authors: Yavuz Ünal , Muammer Türkoğlu
Published: 2025 , El-Cezeri
DOI: 10.31202/ecjse.1420624
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2387

1

0

2387

Investigation of The Relationship Between Technology Use and Student Success Using Some Clustering Algorithms
Authors: Şeymanur Gökçe , Yavuz Ünal , Hatice Vural , Metin Orbay
Published: 2024 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1349897
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 745

1

2

745

Deep Learning Approaches for Sunflower Disease Classification: A Study of Convolutional Neural Networks with Squeeze and Excitation Attention Blocks
Authors: Yavuz Ünal , Muhammet Nuri Dudak
Published: 2024 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1380995
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 725

1

0

725

Improving classification performance for an imbalanced educational dataset example using SMOTE
Authors: Yavuz Ünal , Ahmet Sağlam, Osman Kayhan
Published: 2019 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.638608
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1632

2

0

1632

An Action Research for the Value Education Provided With Digital Storytelling
Authors: Erhan Kutlucan , Recep Çakır , Yavuz Ünal
Published: 2019 , Kastamonu Education Journal
DOI: 10.24106/kefdergi.3388
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 4795

9

0

4795

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