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Durmuş Özkan Şahin Asst. Prof. Dr. ONDOKUZ MAYIS ÜNİVERSİTESİ
Publication 10 Review 21 CrossRef Cited 4 TR Dizin Cited 1
10 Publication
21 Review
4 CrossRef Cited
1 TR Dizin Cited
0000-0002-0831-7825

Research Fields

Information and Computing Sciences Machine Learning Data Mining and Knowledge Discovery makine öğrenimi yapay zeka mobil uygulama güvenliği metin madenciliği

Institution

ONDOKUZ MAYIS ÜNİVERSİTESİ

Popular Publications

STATE OF CHARGE PREDICTION USING MACHINE LEARNING AND DEEP LEARNING ALGORITHMS ON ELECTRIC CAR DATASET
Authors: Durmuş Özkan Şahin , Mustafa Çandırlı , Abdulkerim Erşen , Mikail Hüseyin Akar
Published: 2025 , Mühendis ve Makina
DOI: 10.46399/muhendismakina.1728570
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 633

1

1

633

Publications

Comparative Analysis of Metaheuristic Feature Selection in SVM-Based Human Activity Recognition
Authors: Duygu Sedef Çalışkan , Özlem Kılıç , Durmuş Özkan Şahin , Gökhan Kayhan , Sercan Demirci
Published: 2026 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1997666
FAVORITE 0 TOTAL DOWNLOAD COUNT 255

0

255

Artificial Intelligence Supported Assessment System for Short Answer Exams
Authors: Aykhan Shirinzade , Durmuş Özkan Şahin
Published: 2026 ,
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 320

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320

Performance and Consistency Analysis of Large Language Models for Mental Health Applications
Authors: Merve Nur Türk , Revas Akın , Durmuş Özkan Şahin , Sercan Demirci
Published: 2026 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1913122
FAVORITE 0 TOTAL DOWNLOAD COUNT 433

0

433

Two-Stage malicious URL detection architecture: A next-generation threat recognition and classification approach
Authors: Durmuş Özkan Şahin , Sercan Demirci , Muhammet Abdullah Şahin , Nuri Can Acar , Hamit Burak Can Kodal
Published: 2025 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1675785
FAVORITE 0 TOTAL DOWNLOAD COUNT 664

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664

Phishing E-mail Detection with Machine Learning and Deep Learning: Improving Classification Performance with Proposed New Features
Authors: Hadjer Brioua , Havvanur Siyambaş , Durmuş Özkan Şahin
Published: 2025 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1490596
FAVORITE 0 TOTAL DOWNLOAD COUNT 3476

0

3476

STATE OF CHARGE PREDICTION USING MACHINE LEARNING AND DEEP LEARNING ALGORITHMS ON ELECTRIC CAR DATASET
Authors: Durmuş Özkan Şahin , Mustafa Çandırlı , Abdulkerim Erşen , Mikail Hüseyin Akar
Published: 2025 , Mühendis ve Makina
DOI: 10.46399/muhendismakina.1728570
FAVORITE 1 TOTAL DOWNLOAD COUNT 633

1

633

Examining the Effect of Text Representation Methods on Classification Performance in Sentiment Analysis Based on Machine Learning and Deep Learning
Authors: Aleyna Kahraman , Durmuş Özkan Şahin , Dilara Bıyıklı , Feyzanur Aytekin , Hasan Basri Darga
Published: 2025 , The Black Sea Journal of Sciences
DOI: 10.31466/kfbd.1536270
FAVORITE 0 TOTAL DOWNLOAD COUNT 1295

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1295

New Results in Brain Tumor Classification Using Hybrid Transfer Learning Techniques
Authors: Doğukan Kalender , Atahan Öztürk , Ömer Bilgin , Durmuş Özkan Şahin
Published: 2025 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1501181
FAVORITE 0 TOTAL DOWNLOAD COUNT 1169

0

1169

Development of Mobile Application Based Optical Mark Reader System Using Image Processing Techniques
Authors: Sercan Turhan , Mert Bozkurt , Durmuş Özkan Şahin
Published: 2023 , Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
DOI: 10.55213/kmujens.1386520
FAVORITE 0 TOTAL DOWNLOAD COUNT 3376

0

3376

Detection of Turkish Spam Emails with Machine Learning Algorithms Using Different Feature Selection Methods
Authors: Ersin Enes Eryılmaz , Durmuş Özkan Şahin , Erdal Kılıç
Published: 2020 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1592

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1592

Articles published in
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Mühendis ve Makina
Mühendis ve Makina
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
The Black Sea Journal of Sciences
The Black Sea Journal of Sciences
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
OMU Journal of Engineering Sciences and Technology
OMU Journal of Engineering Sciences and Technology
Editor
Editorial Board Memberships
OMU Journal of Engineering Sciences and Technology
OMU Journal of Engineering Sciences and Technology

Reviews

Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Anadolu Journal of Agricultural Sciences
Anadolu Journal of Agricultural Sciences
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
International Journal of Engineering and Applied Sciences
International Journal of Engineering and Applied Sciences
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
International Journal of Information Security Science
International Journal of Information Security Science
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Information Technologies
Journal of Information Technologies
Journal of Polytechnic
Journal of Polytechnic
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
The Black Sea Journal of Sciences
The Black Sea Journal of Sciences
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences

Publications

Performance and Consistency Analysis of Large Language Models for Mental Health Applications
Authors: Merve Nur Türk , Revas Akın , Durmuş Özkan Şahin , Sercan Demirci
Published: 2026 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1913122
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 433

1

0

433

STATE OF CHARGE PREDICTION USING MACHINE LEARNING AND DEEP LEARNING ALGORITHMS ON ELECTRIC CAR DATASET
Authors: Durmuş Özkan Şahin , Mustafa Çandırlı , Abdulkerim Erşen , Mikail Hüseyin Akar
Published: 2025 , Mühendis ve Makina
DOI: 10.46399/muhendismakina.1728570
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 633

1

1

633

Development of Mobile Application Based Optical Mark Reader System Using Image Processing Techniques
Authors: Sercan Turhan , Mert Bozkurt , Durmuş Özkan Şahin
Published: 2023 , Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
DOI: 10.55213/kmujens.1386520
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3376

2

0

3376

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