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Mahmut Kaya Assoc. Prof. Dr. FIRAT UNIVERSITY, FACULTY OF ENGINEERING, DEPARTMENT OF ARTIFICIAL INTELLIGENCE AND DATA ENGINEERING
Publication 11 Review 36 CrossRef Cited 22 TR Dizin Cited 14
11 Publication
36 Review
22 CrossRef Cited
14 TR Dizin Cited
0000-0002-7846-1769

Research Fields

Machine Learning Neural Networks Pattern Recognition Machine Vision Deep Learning Artificial Intelligence

Institution

FIRAT UNIVERSITY, FACULTY OF ENGINEERING, DEPARTMENT OF ARTIFICIAL INTELLIGENCE AND DATA ENGINEERING

Popular Publications

Trends in Outbreak Detection in Early Stage by Using Machine Learning Approaches
Authors: Ali Şenol , Yavuz Canbay , Mahmut Kaya
Published: 2021 , Journal of Information Technologies
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1553

0

1

1553

Artificial Intelligence-Aided Diagnosis in Agriculture: Plant Disease Classification with Vision Transformer and CNN Models
Authors: Alim Demir , Fatih Sarı , Mehmet Arzu , Mahmut Kaya
Published: 2025 , NATURENGS
DOI: 10.46572/naturengs.1832476
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 385

0

1

385

Publications

Classification of Spam Content in Turkish Short Messages Using Transformer-Based Models
Authors: Buğra Kıvrak , Mehmet Arzu , Mahmut Kaya , Murat Aydoğan , Yunus Santur
Published: 2026 , Firat University Journal of Experimental and Computational Engineering
DOI: 10.62520/fujece.1892277
FAVORITE 0 TOTAL DOWNLOAD COUNT 92

0

92

Seismic performance prediction of reinforced concrete buildings using the RYTEIE method: a comparison of machine learning models
Authors: Rabia Nur Sağlam , Muhammed Veysi Güler , Mahmut Kaya , Mustafa Ulaş , Kürşat Esat Alyamaç
Published: 2026 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1928087
FAVORITE 0 TOTAL DOWNLOAD COUNT 83

0

83

Artificial Intelligence-Aided Diagnosis in Agriculture: Plant Disease Classification with Vision Transformer and CNN Models
Authors: Alim Demir , Fatih Sarı , Mehmet Arzu , Mahmut Kaya
Published: 2025 , NATURENGS
DOI: 10.46572/naturengs.1832476
FAVORITE 1 TOTAL DOWNLOAD COUNT 385

1

385

Detection of Eye Pressure Disease Using ViT-Based Hybrid Learning Methods
Authors: Mahmut Kaya , Yusuf Bilgen
Published: 2025 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1494138
FAVORITE 0 TOTAL DOWNLOAD COUNT 577

0

577

A Hybrid CNN-LSTM Model for Predicting Energy Consumption and Production Across Multiple Energy Sources
Authors: Mahmut Kaya , Anıl Utku , Yavuz Canbay
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1577431
FAVORITE 0 TOTAL DOWNLOAD COUNT 1107

0

1107

DETECTION OF DUST ON SOLAR PANELS WITH DEEP LEARNING
Authors: Tuba Sefer , Mahmut Kaya
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1493906
FAVORITE 0 TOTAL DOWNLOAD COUNT 1103

0

1103

Benzerlik Tabanlı Öğrenme Kullanarak Histopatolojik Görüntülerin Sınıflandırılması
Authors: Mahmut Kaya , Hasan Şakir Bilge
Published: 2024 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 506

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506

An Investigation on the Use of Clustering Algorithms for Data Preprocessing in Breast Cancer Diagnosis
Authors: Ali Şenol , Mahmut Kaya
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1364397
FAVORITE 0 TOTAL DOWNLOAD COUNT 982

0

982

A New Feature Selection Metric Based on Rough Sets and Information Gain in Text Classification
Authors: Rasim Çekik , Mahmut Kaya
Published: 2023 , Gazi University Journal of Science Part A: Engineering and Innovation
DOI: 10.54287/gujsa.1379024
FAVORITE 0 TOTAL DOWNLOAD COUNT 675

0

675

A comparison of tree data structures in the streaming data clustering issue
Authors: Ali Şenol , Mahmut Kaya , Yavuz Canbay
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1144533
FAVORITE 0 TOTAL DOWNLOAD COUNT 1304

0

1304

Trends in Outbreak Detection in Early Stage by Using Machine Learning Approaches
Authors: Ali Şenol , Yavuz Canbay , Mahmut Kaya
Published: 2021 , Journal of Information Technologies
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1553

1

1553

Articles published in
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Information Technologies
Journal of Information Technologies
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
NATURENGS
NATURENGS
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Editorship
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Editor
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Editor
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Editor
Editorial Board Memberships
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Reviews

Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
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
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
International Journal of Computational and Experimental Science and Engineering
International Journal of Computational and Experimental Science and Engineering
International Journal of Information Security Science
International Journal of Information Security Science
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Information Systems and Management Research
Journal of Information Systems and Management Research
Journal of Information Technologies
Journal of Information Technologies
Journal of Interdisciplinary Innovation Studies
Journal of Interdisciplinary Innovation Studies
Journal of Polytechnic
Journal of Polytechnic
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Journal of Tekirdag Agricultural Faculty
Journal of Tekirdag Agricultural Faculty
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
NATURENGS
NATURENGS
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sirnak University Journal of Science
Sirnak University Journal of Science
Turkish Journal of Engineering
Turkish Journal of Engineering
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

A Hybrid CNN-LSTM Model for Predicting Energy Consumption and Production Across Multiple Energy Sources
Authors: Mahmut Kaya , Anıl Utku , Yavuz Canbay
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1577431
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1107

6

0

1107

DETECTION OF DUST ON SOLAR PANELS WITH DEEP LEARNING
Authors: Tuba Sefer , Mahmut Kaya
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1493906
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1103

6

0

1103

An Investigation on the Use of Clustering Algorithms for Data Preprocessing in Breast Cancer Diagnosis
Authors: Ali Şenol , Mahmut Kaya
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1364397
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 982

2

0

982

A New Feature Selection Metric Based on Rough Sets and Information Gain in Text Classification
Authors: Rasim Çekik , Mahmut Kaya
Published: 2023 , Gazi University Journal of Science Part A: Engineering and Innovation
DOI: 10.54287/gujsa.1379024
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 675

3

0

675

A comparison of tree data structures in the streaming data clustering issue
Authors: Ali Şenol , Mahmut Kaya , Yavuz Canbay
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1144533
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1304

5

0

1304

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