Volume: 15 Issue: 4 , 12/23/24

Year: 2024

Research Article

Ali Mortazavi
Assoc. Prof. Dr. Ali MORTAZAVİ IZMIR DEMOCRACY UNIVERSITY
Civil Engineering, Optimization Techniques in Mechanical Engineering, Neural Networks
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Dr. Ali EM DICLE UNIVERSITY
Water Resources and Water Structures
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Asst. Prof. Dr. Ali Hüsnü BADEMLİOĞLU BURSA TEKNİK ÜNİVERSİTESİ
Geothermal Energy Systems, Renewable Energy Resources , Optimization Techniques in Mechanical Engineering, Heat Transfer in Automotive
Anıl Özdemir
Asst. Prof. Dr. Anıl ÖZDEMİR GAZİ ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ
Structural Engineering, Construction Materials, Structural Dynamics, Earthquake Engineering, Reinforced Concrete Buildings
Nanoscale Characterisation, Refractory Technology, Ceramics in Materials Engineering
Aslıhan Ece Paköz
Asst. Prof. Dr. Aslıhan Ece PAKÖZ MARDİN ARTUKLU ÜNİVERSİTESİ

Aslıhan Ece Paköz, graduated from Selçuk University Department of Architecture in 1999. She completed her master’s degree in Yıldız Technical University, Institute of Science, Department of Architecture, Building Survey and Restoration Program in 2013 with the thesis titled “The examination of Maraş civil architecture buildings and Gözlüklü Ali House restoration proposal.” She received her PhD degree from Mardin Artuklu University (MAU), Institute of Science, Department of Architecture in 2017 with the thesis titled “Architecture in Turkey within the scope of vernacular and relevant concepts.” She took part in application and restoration projects and worked as a lecturer at various universities. Since 2021 she has been teaching at MAU, Faculty of Engineering and Architecture, Department of Architecture.

Architectural Heritage and Conservation, Architectural History, Theory and Criticism, Protection, Restoration and Repair in Buildings, Environment, Habitation and Products
Data Mining and Knowledge Discovery, Computer Software, Big Data, Natural Language Processing
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Asst. Prof. Dr. Durmuş KARABACAK MUGLA SITKI KOCMAN UNIVERSITY
Particle and High Energy Physics

I am currently working as a research assistant at Yalova University, Faculty of Engineering, Department of Computer Engineering, Division of Cyber Security. My research interests include computer science, artificial intelligence, and cybersecurity.

Deep Learning
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Prof. Dr. Erkut SAYIN FIRAT ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Civil Engineering, Earthquake Engineering, Reinforced Concrete Buildings
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Prof. Dr. Fatma Deniz ÖZTÜRK DİCLE ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Chemical-Biological Recovery Techniques and Ore Dressing
Fevzi Önen
Prof. Dr. Fevzi ÖNEN DİCLE ÜNİVERSİTESİ
Fluid Mechanics and Thermal Engineering, Water Resources and Water Structures, Civil Engineering
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Asst. Prof. Dr. Gonca ÖZER BİNGÖL ÜNİVERSİTESİ
Architecture, Ecology, Sustainability and Energy, Green Structures and Environments, Information Technologies in Architecture and Design, Physical Environment Control, Architectural Design
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Assoc. Prof. Dr. Gökhan KAHRAMAN MUNZUR ÜNİVERSİTESİ
Energy Generation, Conversion and Storage (Excl. Chemical and Electrical)
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Asst. Prof. Dr. Gökmen ÖZTÜRKMEN GAZİANTEP ÜNİVERSİTESİ, TEKNİK BİLİMLER MESLEK YÜKSEKOKULU, İNŞAAT BÖLÜMÜ, İNŞAAT TEKNOLOJİSİ PR.
Fluid Mechanics and Thermal Engineering, Water Resources and Water Structures, Civil Engineering, Construction Materials, Hydrology, Wastewater Treatment Processes
Chemical-Biological Recovery Techniques and Ore Dressing , Coal, Engineering
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Assoc. Prof. Dr. Hüseyin FIRAT DİCLE ÜNİVERSİTESİ
Classification Algorithms, Machine Learning Algorithms, Deep Learning
Kadir Turgut
Instructor Kadir TURGUT İSTANBUL KENT ÜNİVERSİTESİ
Machine Learning Algorithms, Artificial Intelligence (Other), Classification Algorithms, Management Information Systems, Deep Learning
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Dr. Kiraz EŞMELİ KONYA TEKNİK ÜNİVERSİTESİ
Mining Engineering, Chemical-Biological Recovery Techniques and Ore Dressing
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Asst. Prof. Dr. Mahmut UYAR SIIRT UNIVERSITY, TECHNICAL SCIENCES VOCATIONAL SCHOOL
Automotive Combustion and Fuel Engineering, Mechanical Engineering
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Res. Assist. Mahmut AĞRALI IZMIR INSTITUTE OF TECHNOLOGY
Natural Language Processing, Artificial Intelligence (Other)
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Assoc. Prof. Dr. Medine İSPİR ARSLAN İSTANBUL TEKNİK ÜNİVERSİTESİ
Civil Engineering
Tribology, Manufacturing Processes and Technologies (Excl. Textiles), Mechanical Vibrations and Noise, Material Design and Behaviors, Machine Theory and Dynamics, Mechanical Engineering
Murat Çağlayan
Asst. Prof. Dr. Murat ÇAĞLAYAN Mardin Artuklu Üniversitesi, Mardin, Türkiye Web
Architectural Heritage and Conservation, Cultural Heritage and Conservation, History of Architecture, Protection, Restoration and Repair in Buildings, Environment, Habitation and Products
Hydrology, Risk Management and Insurance, Water Resources and Water Structures, Renewable Energy Resources , Hydroelectric Energy Systems, Solar Energy Systems, Air Pollution Modelling and Control, Climate Change-Impact and Adaptation, Natural Resource Management
Nurettin Yamankaradeniz
Prof. Dr. Nurettin YAMANKARADENİZ BURSA ULUDAĞ ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, MAKİNE MÜHENDİSLİĞİ BÖLÜMÜ
Thermodynamics and Statistical Physics, Ergonomi and Human Factors Management, Occupational Health and Safety, Renewable Energy Resources , Energy Generation, Conversion and Storage (Excl. Chemical and Electrical)
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Nurtekin ÖZEN FIRAT ÜNİVERSİTESİ
Architectural Design
Orhan Atila
Dr. Orhan ATİLA FIRAT ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ
Image Processing, Signal Processing, Deep Learning, Electrical Engineering, Communications Engineering (Other)
Hydrology, Water Resources and Water Structures, Water Resources Engineering, Groundwater Hydrology
Electrical Engineering
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Res. Assist. Sebahat ALTUNDAĞ İNÖNÜ ÜNİVERSİTESİ
Particle and High Energy Physics
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Assoc. Prof. Dr. Süleyman METE Gaziantep Üniversitesi
Manufacturing and Service Systems, Industrial Engineering, Optimization in Manufacturing, Planning and Decision Making
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Prof. Dr. Tamer BAĞATUR DİCLE ÜNİVERSİTESİ
Civil Engineering
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Taner TUNCER FIRAT UNIVERSITY Web
Image Processing
Tevfik Ağaçayak
Prof. Dr. Tevfik AĞAÇAYAK KONYA TECHNICAL UNIVERSITY
Mining Engineering, Metalic Mines, Chemical-Biological Recovery Techniques and Ore Dressing
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Assoc. Prof. Tuna AYDIN Kırıkkale Univeristesi
Materials Science and Technologies
Umut Ercan
Asst. Prof. Dr. Umut ERCAN BATMAN ÜNİVERSİTESİ
Mechanical Engineering (Other)
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Dr. Veysel ASLAN HARRAN UNIVERSITY
Hydrology, Water Resources and Water Structures, Multiple Criteria Decision Making, Geographical Information Systems (GIS) in Planning, Civil Engineering (Other)
Volkan Arıkan
Asst. Prof. Dr. Volkan ARIKAN OSMANİYE KORKUT ATA ÜNİVERSİTESİ
Finite Element Analysis , Composite and Hybrid Materials, Solid Mechanics
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Instructor Yıldıray YİĞİT BİTLİS EREN ÜNİVERSİTESİ, AHLAT MESLEK YÜKSEKOKULU Web
1984 yılında Malatya da doğdu. 2008 yılında Fırat Üniversitesi Teknik Eğitim Fakültesinde Bilgisayar Öğretmenliğini bitirdi. Fırat Üniversitesi Teknoloji Fakültesi yazılım mühendisliğinde doktora yapmakta.Halen Bitlis Eren Üniversitesi Ahlat Meslek Yüksekokulunda öğretim görevlisi olarak çalışmakta.
Machine Vision , Reinforcement Learning, Information and Computing Sciences
Zahide Bayer Oztürk
Prof. Dr. Zahide BAYER OZTÜRK Nevşehir Hacı Bektaş Veli Üniversitesi
Composite and Hybrid Materials, Material Characterization, Materials Science and Technologies, Material Production Technologies, Construction Materials, Ceramics in Materials Engineering, Materials Engineering
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Prof. Dr. Çağın KANDEMİR ÇAVAŞ Dokuz Eylul University, Turkey

Dokuz Eylül Üniversitesi Bilgisayar Bilimleri Öğretim Üyesi

Big Data, Information and Computing Sciences, Data Analysis
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Prof. Dr. Ömerul Faruk DURSUN İNÖNÜ ÜNİVERSİTESİ
Water Resources and Water Structures
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Prof. Dr. Özgür AKKOYUN DİCLE ÜNİVERSİTESİ
Mine Design, Management and Economy, Occupational Health and Safety in Mines, Image Processing, Mining Methods and Mine System Analysis

Dicle University Journal of Engineering, which includes experimental and theoretical works in the field of basic engineering, gives priority to publishing articles related to popular topics of engineering and aims to focus on multidisciplinary methods and technologies.

Dicle University Journal of Engineering is a multidisciplinary magazine and contains fundamental engineering issues. The target of the journal is to deliver the most popular developments in science and technology to researchers, engineers, and other curious communities.

Dicle University Journal of Engineering (DUJE) is a peer-reviewed, Open Access journal that publishes original research articles as well as review articles in several areas of engineering. The subject areas covered by the journal are:


Electrical and Electronics Engineering
Computer & Software Engineering
Biomedical Engineering
Mechanical Engineering
Mineral Processing and Mining Engineering
Civil Engineering

DUJE has general rules about the formatting of articles upon initial submission. When writing your paper, you will probably need to format your journal article ready for submission. To make this easier, Word templates are available for the journal, ready for you to download and apply to your research paper format.

Template file for Turkish version (*.docx)
Template file for English version (*.docx) (recommended)


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Blinding
It is extremely important that you do not include any identifying information about the authors in your document, as the article you submit will be sent to reviewers. Please review the body of the text for potential identifying information and ensure that all self-citations are indicated as Author (Year) for both in-text citations and references.


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Introduction

State the objectives of the work and provide an adequate background, avoiding a detailed literature survey or a summary of the results.

Material and methods
Provide sufficient details to allow the work to be reproduced by an independent researcher. Methods that are already published should be summarized and indicated by a reference. If quoting directly from a previously published method, use quotation marks and also cite the source. Any modifications to existing methods should also be described.

Results
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Discussion
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Conclusions
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Acknowledgments
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Reference
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Authors submitted articles to our journal should add their ORCID numbers. ORCID is short for Open Researcher and Contributor ID. ORCID is a 16-digit numbered URI that complies with the ISO Standard (ISO 27729), also known as the International Standard Name Identifier (ISNI). You can create a free registration for individual ORCID at http://orcid.org.

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Authors of accepted manuscripts should agree to transfer the copyright for the article to the DUJE and submit their final versions in electronic form adhering to the style of the DUJE.


Journal Plagiarism Policy
Dicle University Journal of Engineering has the policy to evaluate articles/reviews in terms of plagiarism. Before submitting manuscripts to our journal, it is suggested to check the similarity status/ratio in your manuscript with appropriate plagiarism software programs (iThenticate, Turnitin, etc.). In this respect, the articles/reviews submitted to our journal are subject to preliminary evaluation; manuscripts with a similarity ratio below 30%, which is determined with the Turnitin software, will be considered acceptable by our Editorial Board. Articles/reviews with more than the specified ratio (30%) are returned to the author(s).

Required files during submission:


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2) Highlighted version to indicate revisions

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1) Ready to be published version (affiliations of authors need to be added)

The manuscript should contain a statement that the work has been approved by the appropriate ethical committees related to the institution(s) in which it was performed and that subjects gave informed consent to the work. The research requiring the permission of the Ethics Committee are as follows:

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According to the decision of the Editorial Board dated 22 June 2021, the amount of the requested fee is revised.

" 200TL" fee is requested for each article submission. This fee is used for the Journal's professional typesetting.

Those who will apply for associate professorship according to the UAK criteria can communicate with us.

Tel: +90-412 241 10 00 (3637)

E-mail: muhendislikdergisi@dicle.edu.tr / mesut.seker@dicle.edu.tr

Editor in Chief

Deep Learning, Neural Networks, Classification Algorithms, Evolutionary Computation

Executive Editors

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Prof. Dr. Bilal GÜMÜŞ DİCLE ÜNİVERSİTESİ
Fuzzy Computation, Electrical Engineering, Electrical Energy Transmission, Networks and Systems, Electrical Energy Generation (Incl. Renewables, Excl. Photovoltaics), Electrical Machines and Drives, Photovoltaic Power Systems, Power Electronics, Renewable Energy Resources
Erhan Çetin
Asst. Prof. Dr. Erhan ÇETİN DİCLE ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Engineering, Mining Engineering, Mine Design, Management and Economy, Mining Methods and Mine System Analysis, Optimization in Manufacturing
İdris Bedirhanoğlu
Prof. Dr. İdris BEDİRHANOĞLU DİCLE ÜNİVERSİTESİ

Visiting Professor at Oxford University, Dr. Idris Bedirhanoglu, who holds Bachelor and MSc degrees in Civil Engineering, got his Ph.D. from Istanbul Technical University with a co-advisor from Purdue University where he did a part of his PhD. He has been a Professor of Structural Engineering at Dicle University since March 2023. He worked as a Research Scientist at the Engineering Faculty of New York University Abu Dhabi in 2018-2019. He is the author/co-author of more than 40 journals (SCI or SCIE) or international conference papers and a co-author of four book chapters. He is on the Editorial Board of M. of J. of World Architecture and Engineering News (2014-2016), and a reviewer of more than 20 journals (SCI or SCIE). He is skilled in structural analysis, particularly in evaluating existing structures and retrofitting. As well, he has provided consultancy to more than 100 industrial projects. He has served as a member of the Technical Delegation to Evaluate Objections to Risky Building Detections (Ministry of Environment and Urbanization, General Directorates for Environment and Urbanization), vice chair of the Civil Engineering Department at Dicle University (2018-2019) and chair of the structural engineering laboratory (2010-2018). His main research interests include seismic design and evaluation of RC and historical structures, retrofitting buildings with FRP composites or textile fibers, recycling concrete, nondestructive testing, fuzzy logic, and finite element analysis.

Civil Engineering, Reinforced Concrete Buildings, Earthquake Engineering, Structural Engineering
Installation Technologies, Renewable Energy Resources , Mechanical Engineering, Energy Generation, Conversion and Storage (Excl. Chemical and Electrical)

Associate Editors

Abdulkadir Albayrak is post-doctoral research fellow at Computational Pathology and AI, Mayo Clinic, Rochester, MN. He received his BS, MS and PhD degrees all in Computer Engineering. He worked as a research assistant at the Department of Computer Engineering at Yildiz Technical University, Istanbul, Turkey between 2011-2019. He is curently Assoc. Prof. Dr. at the Department of Computer Engineering at Dicle University. He mainly works on computer vision, pattern recognition, machine learning and generative AI.

Image Processing, Machine Learning, Machine Vision , Machine Learning Algorithms, Data Mining and Knowledge Discovery, Artificial Intelligence
Önder Aydemir
Prof. Dr. Önder AYDEMİR Karadeniz Technical University
Machine Learning, Deep Learning, Biomedical Diagnosis, Signal Processing
Hasan Polat
Assoc. Prof. Dr. Hasan POLAT BİNGÖL ÜNİVERSİTESİ, BİNGÖL TEKNİK BİLİMLER MESLEK YÜKSEKOKULU
Deep Learning, Machine Vision , Electrical Engineering, Signal Processing
Ömer Türk
Assoc. Prof. Dr. Ömer TÜRK Mardin Artuklu University
Image Processing, Deep Learning, Information Security and Cryptology, Engineering, Signal Processing
Resul Daş
Prof. Dr. Resul DAŞ Firat University, Technology Faculty, Department of Software Engineering Web
Resul Daş has been working as Professor in the Department of Software Engineering at the University of Firat, where he has been a faculty member since 2011. From 2000 to 2011 he served as both instructor and network administrator at the Department of Informatics at the Firat University. He is the instructor and the coordinator of Cisco Networking Academy Program since 2002 at this university. He graduated B.S. and M.S. degrees from the Department of Computer Science at the Fırat University in 1999 and 2002 respectively. Then he completed his Ph.D. degree at the Department of Electrical-Electronics Engineering at the same university in 2008. He also worked between September 2017 and June 2018 as a visiting professor at the Department of Computing Science at the University of Alberta, Edmonton, Canada. He has authored more than seventy papers in international conference proceedings and refereed journals and has been actively serving as a reviewer for international journals and conferences. And also he has been serving as Associate Editor for Journal of IEEE Access and Turkish Journal Electrical Engineering and Computer Science. His current research areas include computer networks and network security, cyber-security, software design and architecture, IoT/M2M applications, knowledge discovery, and multi-sensor data fusion.
Information Systems, Networking and Communications, Information Security and Cryptology, Big Data, Data Mining and Knowledge Discovery, Artificial Intelligence, Computer System Software, Computer Software
Reinforced Concrete Buildings, Earthquake Engineering, Structural Dynamics, Structural Engineering, Engineering Design
Fevzi Önen
Prof. Dr. Fevzi ÖNEN DİCLE ÜNİVERSİTESİ
Fluid Mechanics and Thermal Engineering, Water Resources and Water Structures, Civil Engineering
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Prof. Dr. Erol KILIÇKAP Dicle Üniversitesi
Engineering, Mechanical Engineering, Machine Design and Machine Equipment, Material Design and Behaviors, Tribology
Yücel Koçyiğit
Assoc. Prof. Dr. Yücel KOÇYİĞİT MANİSA CELÂL BAYAR ÜNİVERSİTESİ Web
Neural Networks, Machine Learning (Other), Fuzzy Computation, Biomedical Imaging, Biomedical Diagnosis

Technical Editor

Mesut Şeker
Asst. Prof. Dr. Mesut ŞEKER DİCLE ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, ELEKTRİK-ELEKTRONİK MÜHENDİSLİĞİ BÖLÜMÜ

He received his M.Sc. degree in Electrical and Electronics Engineering from Dicle University in 2017 and his Ph.D. degree in 2023. In 2025, he completed his postdoctoral research at the Center for Artificial Intelligence Research, Wake Forest University School of Medicine. He is currently serving as an Assistant Professor in the Department of Electrical and Electronics Engineering at Dicle University. His research interests include medical image processing, deep learning, machine learning, medical informatics, and digital pathology.

Pattern Recognition, Machine Learning, Deep Learning, Biomedical Sciences and Technology, Electrical Engineering, Signal Processing