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Derya Avcı Assoc. Prof. Dr. Fırat Üniversitesi
Publication 8 Review 4 CrossRef Cited 3 TR Dizin Cited 6
8 Publication
4 Review
3 CrossRef Cited
6 TR Dizin Cited
0000-0002-5204-0501

Research Fields

Decision Support and Group Support Systems Image Processing Artificial Intelligence

Institution

Fırat Üniversitesi

Publications

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 125

0

125

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 1494

0

1494

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 1077

0

1077

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 802

0

802

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 719

0

719

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 782

0

782

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 1636

0

1636

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 901

0

901

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
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 1494

2

0

1494

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 1636

1

0

1636

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