Yusuf Sönmez profile image
Yusuf Sönmez Prof. Dr. GAZİ ÜNİVERSİTESİ
Publication 14 Review 72 CrossRef Cited 6
14 Publication
72 Review
6 CrossRef Cited
35604815200

Research Fields

Machine Learning Algorithms Evolutionary Computation Artificial Intelligence Electrical Energy Generation (Incl. Renewables, Excl. Photovoltaics)

Institution

GAZİ ÜNİVERSİTESİ

Popular Publications

DarkWEB Traffic Detection and Classification Using Machine Learning Method
Authors: Esen Gül İlgün , Yusuf Sönmez , Murat Dener
Published: 2023 , Gazi Journal of Engineering Sciences
DOI: -
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 919

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2

919

A Comparative Study of Explainable (XAI) Deep and Ensemble Learning Models for a Web Application Firewall Using the FWAF Dataset
Authors: Fatih Ünlü , Yusuf Sönmez , Murat Dener
Published: 2026 , El-Cezeri
DOI: 10.31202/ecjse.1742467
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 250

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2

250

META-SEZGİSEL ARAMA ALGORİTMALARININ TEST EDİLMESİ İÇİN YENİ YÖNTEMLERİN GELİŞTİRİLMESİ
Authors: Sefa Aras , Hamdi Tolga Kahraman , Yusuf Sönmez , Uğur Güvenç
Published: 2017 , İleri Teknoloji Bilimleri Dergisi
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1582

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1

1582

Publications

A Comparative Study of Explainable (XAI) Deep and Ensemble Learning Models for a Web Application Firewall Using the FWAF Dataset
Authors: Fatih Ünlü , Yusuf Sönmez , Murat Dener
Published: 2026 , El-Cezeri
DOI: 10.31202/ecjse.1742467
FAVORITE 2 TOTAL DOWNLOAD COUNT 250

2

250

Evaluating Minority-Class Detection in Imbalanced Hate Speech Data via GAN-Based Synthetic Text Generation and LSHADE Hyperparameter Optimization
Authors: Bekir Demirağ , Yusuf Sönmez , Hamdi Tolga Kahraman
Published: 2026 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1942853
FAVORITE 0 TOTAL DOWNLOAD COUNT 312

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312

A Multi-Stage Metaheuristic Framework for Reliable WGAN-GP Hyperparameter Optimization
Authors: Emre Mert Dübüş , Yusuf Sönmez , Hamdi Tolga Kahraman
Published: 2026 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1960245
FAVORITE 0 TOTAL DOWNLOAD COUNT 492

0

492

Nelder-Mead Optimized Weighted Voting Ensemble Learning for Network Intrusion Detection
Authors: Mustafa Burak Ürün , Yusuf Sönmez
Published: 2024 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1440640
FAVORITE 0 TOTAL DOWNLOAD COUNT 815

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815

Estimation of Wind Power Probability Density Distribution Functions Parameters By Using Meta-Heuristic Algorithms
Authors: Tuğba Akman , Hasan Hüseyin Sayan , Yusuf Sönmez
Published: 2024 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 637

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637

Design and Performance Analysis of an Outer-Rotor PMaSynRM
Authors: Burak Yenipınar , Ali Saygın , Yusuf Sönmez , Cemal Yılmaz , Cemil Ocak
Published: 2024 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1393844
FAVORITE 0 TOTAL DOWNLOAD COUNT 1475

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1475

DarkWEB Traffic Detection and Classification Using Machine Learning Method
Authors: Esen Gül İlgün , Yusuf Sönmez , Murat Dener
Published: 2023 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 2 TOTAL DOWNLOAD COUNT 919

2

919

Short-term Electric Energy Load Forecasting of Ankara Region Using Artificial İntelligence Methods
Authors: Tuğba Akman , Cemal Yılmaz , Yusuf Sönmez
Published: 2023 , Journal of Polytechnic
DOI: 10.2339/politeknik.911634
FAVORITE 0 TOTAL DOWNLOAD COUNT 1383

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1383

With Machine Learning Models Estimating Which High School Types Associate Degree Students Have Graduated
Authors: Hüseyin Küçükerdem , Yusuf Sönmez , Cemal Yılmaz , Hasan Hüseyin Sayan
Published: 2021 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1011190
FAVORITE 0 TOTAL DOWNLOAD COUNT 1022

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1022

Android Malware Analysis and Benchmarking with Deep Learning
Authors: Taylan Kural , Yusuf Sönmez , Murat Dener
Published: 2021 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1015654
FAVORITE 0 TOTAL DOWNLOAD COUNT 1214

0

1214

Analysis, Test and Management of the Meta-Heuristic Searching Process: An Experimental Study on SOS
Authors: Hamdi Tolga Kahraman , Sefa Aras, Yusuf Sönmez , Uğur Güvenç , Eyüp Gedikli
Published: 2020 , Journal of Polytechnic
DOI: 10.2339/politeknik.548717
FAVORITE 0 TOTAL DOWNLOAD COUNT 1621

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1621

Improving Symbiotic Organisms Search Algorithm Using Roulette Wheel Method
Authors: Yusuf Sönmez , Mesut Ünal
Published: 2019 , International Journal of Technological Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3157

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3157

Elektrik Yükü Tahmin Yöntemlerinin Analizi
Authors: Tuğba Akman , Cemal Yılmaz , Yusuf Sönmez
Published: 2018 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 6103

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6103

META-SEZGİSEL ARAMA ALGORİTMALARININ TEST EDİLMESİ İÇİN YENİ YÖNTEMLERİN GELİŞTİRİLMESİ
Authors: Sefa Aras , Hamdi Tolga Kahraman , Yusuf Sönmez , Uğur Güvenç
Published: 2017 , İleri Teknoloji Bilimleri Dergisi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1582

1

1582

Articles published in
Advances in Artificial Intelligence Research
Advances in Artificial Intelligence Research
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
El-Cezeri
El-Cezeri
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
İleri Teknoloji Bilimleri Dergisi
İleri Teknoloji Bilimleri Dergisi
International Journal of Technological Sciences
International Journal of Technological Sciences
Journal of Polytechnic
Journal of Polytechnic
Editorship
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Section Editor
Journal of Information Technologies
Journal of Information Technologies
Editor
Editorial Board Memberships
Advances in Artificial Intelligence Research
Advances in Artificial Intelligence Research
Journal of Investigations on Engineering and Technology
Journal of Investigations on Engineering and Technology

Reviews

Advances in Artificial Intelligence Research
Advances in Artificial Intelligence Research
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Düzce University Journal of Technical Sciences
Düzce University Journal of Technical Sciences
El-Cezeri
El-Cezeri
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
International Journal of Technological Sciences
International Journal of Technological Sciences
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Investigations on Engineering and Technology
Journal of Investigations on Engineering and Technology
Journal of Polytechnic
Journal of Polytechnic
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
The Journal of Defense Sciences
The Journal of Defense Sciences
Turkish Journal of Engineering Research and Education
Turkish Journal of Engineering Research and Education
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science

Publications

Nelder-Mead Optimized Weighted Voting Ensemble Learning for Network Intrusion Detection
Authors: Mustafa Burak Ürün , Yusuf Sönmez
Published: 2024 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1440640
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 815

1

0

815

Short-term Electric Energy Load Forecasting of Ankara Region Using Artificial İntelligence Methods
Authors: Tuğba Akman , Cemal Yılmaz , Yusuf Sönmez
Published: 2023 , Journal of Polytechnic
DOI: 10.2339/politeknik.911634
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1383

4

0

1383

Android Malware Analysis and Benchmarking with Deep Learning
Authors: Taylan Kural , Yusuf Sönmez , Murat Dener
Published: 2021 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1015654
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1214

1

0

1214

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.