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Derya Avcı Assoc. Prof. Dr. Fırat Üniversitesi
Publication 10 Review 4 CrossRef Cited 3 TR Dizin Cited 7
10 Publication
4 Review
3 CrossRef Cited
7 TR Dizin Cited
0000-0002-5204-0501

Research Fields

Decision Support and Group Support Systems Image Processing Artificial Intelligence

Institution

Fırat Üniversitesi

Publications

In-depth analysis of machine learning models and explainable artificial intelligence methods in diabetes diagnosis
Authors: Hakan Güler , Derya Avcı , Mustafa Ulaş , Tülay Omma
Published: 2025 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1552790
FAVORITE 0 TOTAL DOWNLOAD COUNT 12

0

12

Classification of Brain Tumors Using Artificial Intelligence
Authors: Sedat Bayaral , Evrim Gül , Derya Avcı
Published: 2025 , International Journal of Innovative Engineering Applications
DOI: 10.46460/ijiea.1563426
FAVORITE 0 TOTAL DOWNLOAD COUNT 143

0

143

Performance Comparison of Deep Learning Based Techniques for Multiclass Classification of Thermal Camera Images
Authors: Merve Kesim Önal , Halil Uslu , Engin Avcı , Derya Avcı
Published: 2025 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1521453
FAVORITE 0 TOTAL DOWNLOAD COUNT 264

0

264

Prediction of Obesity Levels by Neighborhood Component Analysis Based Machine Learning Methods
Authors: Çağla Danacı , Derya Avcı , Seda Arslan Tuncer
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1234161
FAVORITE 0 TOTAL DOWNLOAD COUNT 1593

0

1593

The Effect of Super Resolution Method on Classification Performance of Satellite Images
Authors: Ayşe Cengiz , Derya Avcı
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1252420
FAVORITE 0 TOTAL DOWNLOAD COUNT 1235

0

1235

Artificial Intelligence Based Smart Interchange System In Smart Urbanization
Authors: Emrullah Ezberci, Derya Avcı
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1103449
FAVORITE 0 TOTAL DOWNLOAD COUNT 864

0

864

Kronik Böbrek Hastalığının Teşhisi İçin Genetik Algoritma Dalgacık Çekirdeği Uç Öğrenme Makinesine Dayalı Uzman Bir Sistem
Authors: Derya Avcı , Akif Doğantekin
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.962824
FAVORITE 0 TOTAL DOWNLOAD COUNT 772

0

772

Anomaly Detection from Traffic Video Analysis Data and Classification with Differential Evolution Algorithm Extreme Learning Machine
Authors: Derya Avcı , Yasin Sönmez
Published: 2021 , International Journal of Innovative Engineering Applications
DOI: 10.46460/ijiea.900251
FAVORITE 0 TOTAL DOWNLOAD COUNT 851

0

851

Application of Deep Learning Based Super Resolution Methods To Satellite Images And Improvement Of Images
Authors: Ayşe Cengiz , Derya Avcı
Published: 2021 , Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
DOI: 10.35414/akufemubid.829644
FAVORITE 0 TOTAL DOWNLOAD COUNT 1718

0

1718

Comparing of K-Means, K-Medodis and Fuzzy C Means Cluster Method for Analog Modulation Recognition
Authors: Yusuf Kaya, Derya Avci , Mehmet Gedikpınar
Published: 2019 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.564960
FAVORITE 0 TOTAL DOWNLOAD COUNT 942

0

942

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri 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
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
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
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
NATURENGS
NATURENGS

Publications

Prediction of Obesity Levels by Neighborhood Component Analysis Based Machine Learning Methods
Authors: Çağla Danacı , Derya Avcı , Seda Arslan Tuncer
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1234161
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1593

2

0

1593

Application of Deep Learning Based Super Resolution Methods To Satellite Images And Improvement Of Images
Authors: Ayşe Cengiz , Derya Avcı
Published: 2021 , Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
DOI: 10.35414/akufemubid.829644
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1718

1

0

1718

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