Mahmut Kaya profile image
Mahmut Kaya Assoc. Prof. Dr. FIRAT ÜNİVERSİTESİ
Publication 9 Review 35 CrossRef Cited 17 TR Dizin Cited 14
9 Publication
35 Review
17 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 ÜNİVERSİTESİ

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 1351

0

1

1351

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 160

0

1

160

Publications

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 160

1

160

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 446

0

446

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 722

0

722

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 821

0

821

Benzerlik Tabanlı Öğrenme Kullanarak Histopatolojik Görüntülerin Sınıflandırılması
Authors: Mahmut Kaya , Hasan Şakir Bilge
Published: 2024 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 394

0

394

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 801

0

801

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 499

0

499

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 1120

0

1120

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 1351

1

1351

Articles published in
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
EMO Bilimsel Dergi
EMO Bilimsel Dergi
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
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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 722

3

0

722

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 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 821

4

0

821

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 801

2

0

801

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 499

3

0

499

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 1120

5

0

1120

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.