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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
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Summary
Publications
Peer Review
Cited
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
CITED
1
FAVORITE
1351
TOTAL DOWNLOAD COUNT
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
CITED
1
FAVORITE
160
TOTAL DOWNLOAD COUNT
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
FAVORITE
160
TOTAL DOWNLOAD COUNT
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
FAVORITE
446
TOTAL DOWNLOAD COUNT
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
FAVORITE
722
TOTAL DOWNLOAD COUNT
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
FAVORITE
821
TOTAL DOWNLOAD COUNT
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
FAVORITE
394
TOTAL DOWNLOAD COUNT
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
FAVORITE
801
TOTAL DOWNLOAD COUNT
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
FAVORITE
499
TOTAL DOWNLOAD COUNT
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
FAVORITE
1120
TOTAL DOWNLOAD COUNT
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
FAVORITE
1351
TOTAL DOWNLOAD COUNT
Articles published in
Duzce University Journal of Science and Technology
EMO Bilimsel Dergi
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Information Technologies
Journal of Soft Computing and Artificial Intelligence
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
NATURENGS
Turkish Journal of Nature and Science
Editorship
Fırat Üniversitesi Fen Bilimleri Dergisi
Editor
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Editor
Turkish Journal of Science and Technology
Editor
Editorial Board Memberships
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Turkish Journal of Science and Technology
Reviews
Balkan Journal of Electrical and Computer Engineering
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Black Sea Journal of Engineering and Science
EMO Bilimsel Dergi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Advanced Researches and Engineering Journal
International Journal of Computational and Experimental Science and Engineering
International Journal of Information Security Science
International Journal of Pure and Applied Sciences
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Information Systems and Management Research
Journal of Information Technologies
Journal of Interdisciplinary Innovation Studies
Journal of Polytechnic
Journal of Soft Computing and Artificial Intelligence
Journal of Tekirdag Agricultural Faculty
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
NATURENGS
Sakarya University Journal of Computer and Information Sciences
Sirnak University Journal of Science
Turkish Journal of Engineering
Turkish Journal of Nature and Science
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
CITED
0
FAVORITE
722
TOTAL DOWNLOAD COUNT
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
CITED
0
FAVORITE
821
TOTAL DOWNLOAD COUNT
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
CITED
0
FAVORITE
801
TOTAL DOWNLOAD COUNT
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
CITED
0
FAVORITE
499
TOTAL DOWNLOAD COUNT
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
CITED
0
FAVORITE
1120
TOTAL DOWNLOAD COUNT