Metrics
Publication
37
Open Access
3
UN Sustainable Development Goals
Biography
Dr. Emin Kuğu received his bachelor's degree from Istanbul University Computer Science Engineering Department, his master's degree from the Air Force Academy of Aeronautics and Space Technologies Institute Software Engineering, and his doctorate from Old Dominion University Electrical and Computer Engineering program.
In addition to being a faculty member of the Department of Computer Engineering of the Air Force Academy, he worked as a part-time lecturer at different universities located in Istanbul and Ankara. He worked as a project manager in the Turkish Air Force Command Information System (HvBS) project and worked in software development processes of international defense projects.
He has been working as a professor at TEDU in the Software Engineering Department as of May 2020.
In addition to being a faculty member of the Department of Computer Engineering of the Air Force Academy, he worked as a part-time lecturer at different universities located in Istanbul and Ankara. He worked as a project manager in the Turkish Air Force Command Information System (HvBS) project and worked in software development processes of international defense projects.
He has been working as a professor at TEDU in the Software Engineering Department as of May 2020.
Announcements & Documents
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Education
2006 - 2011
2006 - 2011Doctorate
Old Dominion University, Batten College of Engineering and Technology, United States Of America
2003 - 2005
2003 - 2005Postgraduate
Turkish Air Force Academy, Aeronautics and Space Technologies Institute, Turkey
1992 - 1996
1992 - 1996Undergraduate
Istanbul University, Computer Science Engineering, Turkey
Dissertations
2011
2011Doctorate
Design of Multi Agent Based Crowd Injury Model
Old Dominion University, Frank Batten College of Engineering & Technology, Department of Electrical and Computer Engineering
2005
2005Postgraduate
ORACLE OLAP (ON-LINE ANALYTICAL PROCESSING) TEKNOLOJİSİ KULLANILARAK BİR FİLODAKİ FAAL UÇAK SAYISININ UÇUŞ SAATLERİNE ETKİLERİNİN GÖZLEMLENMESİ
National Defense University, Hezarfen Instıtute Of Aeronautıcs And Astronautıcs, Department Of Computer Engıneerıng
Foreign Languages
C2 Mastery
C2 MasteryEnglish
Research Areas
Avesis Research Areas:
Computer Sciences, Information Security and Reliability, Cryptography, Software Security, Computer Networks, Communications and Network Protocols, Database and Data Structures, Data Structures, Database Systems, Fuzzy Sets and Systems, Neural Networks, Software, Software Engineering
WoS Research Areas:
Computer Science Artificial Intelligence, Computer Science Software Engineering, Computer Science Information Systems, Computer Science Cybernetics
Scopus Research Areas:
Artificial Intelligence, Software, Information Systems
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2020 - Present
2020 - PresentAssistant Professor
TED University, Faculty Of Engineering, Department Of Software Engineering
2020 - 2020
2020 - 2020Assistant Professor
TED University, Faculty Of Engineering, Department Of Computer Engineering
2018 - 2020
2018 - 2020Assistant Professor
TED University, Faculty Of Engineering, Department Of Computer Engineering
2014 - 2017
2014 - 2017Assistant Professor
Air War Academy Command, Aır Force Academy (Dean's Offıce)
2014 - 2016
2014 - 2016Assistant Professor
Air War Academy Command
2011 - 2014
2011 - 2014Lecturer PhD
Air War Academy Command, Aır Force Academy (Dean's Offıce)
2009 - 2011
2009 - 2011Lecturer
Air War Academy Command
2005 - 2011
2005 - 2011Lecturer
Air War Academy Command, Aır Force Academy (Dean's Offıce)
Managerial Experience
2024 - Present
2024 - PresentDeputy Head of Department
TED University, Faculty of Engineering, Department of Software Engineering
2023 - 2023
2023 - 2023Fakülte Yatay Geçiş Komisyonu Üyesi
TED University, Faculty of Engineering, Department of Software Engineering
2021 - 2023
2021 - 2023Head of Department
TED University, Faculty of Engineering, Department of Software Engineering
2020 - 2021
2020 - 2021Erasmus Program Department Coordinator
TED University, Faculty of Engineering, Department of Software Engineering
2020 - 2020
2020 - 2020Head of Department
TED University, Graduate School, Computer Engineering
2015 - 2017
2015 - 2017Institute Board Member
National Defense University, Instıtute Of Avıatıon And Space Technologıes
2012 - 2017
2012 - 2017Erasmus Program Institutional Coordinator Assistant
National Defense University, Aır Force Academy (Dean's Offıce)
2012 - 2017
2012 - 2017Erasmus Program Department Coordinator
National Defense University, Aır Force Academy (Dean's Offıce)
Courses
Undergraduate
Undergraduate
Computer Networks
Fundamentals of Programming II
Information Security and Cryptography
Fundamentals of Programming I
Information Security and Cryptography
Fundamentals of Programming I
Software Engineering
Relational Databases
Software Engineering
Computer Networks
Fundamentals of Programming I
Supervised Theses
2026
2026Postgraduate
AI Agents for Kubernetes Incident Remediation: Evaluating the Reflexion Framework
Kuğu E., Emekci H. (Co-Advisor)
M.MERT(Student)
2024
2024Postgraduate
DDOS Attack Detection using Machine Learning and Deep Learning Methods
Kuğu E. (Advisor)
D.Merve(Student)
2014
2014Postgraduate
Sanallaştırma teknolojilerinin saldırı tespit ve önleme sistemlerinin performansı üzerine etkisi
Kuğu E. (Advisor)
M.Çalışkan(Student)
Advising Graduates (Non-Thesis)
2022
2022Masters (Non-Thesis)
Automatically collecting documents and information containing expenses
Kuğu E.
İ.Zeki(Student)
Articles
All (6)
SCI-E, SSCI, AHCI (4)
SCI-E, SSCI, AHCI, ESCI (4)
Scopus (5)
TRDizin (1)
2026
20261. A Systematic Literature Review of You Only Look Once Architectures (v1–v12) in Healthcare Systems
Sahingoz O. K., Karatas Baydogmus G., Kuğu E.
Diagnostics , vol.16, no.6, 2026 (SCI-Expanded, Scopus)
2025
20252. Early Detection of Fetal Health Conditions Using Machine Learning for Classifying Imbalanced Cardiotocographic Data
Nazli I., Korbeko E., Dogru S., Kuğu E., Sahingoz O. K.
Diagnostics , vol.15, no.10, 2025 (SCI-Expanded, Scopus)
2024
20243. DEPHIDES: Deep Learning Based Phishing Detection System
Sahingoz O. K., Buber E., Kuğu E.
IEEE Access
, vol.12, pp.8052-8070, 2024 (SCI-Expanded, Scopus)
2023
20234. Geo-Location Spoofing on E-Scooters; Threat Analysis and Prevention Framework
Yılmaz A. S., Çukurtepe H., Kuğu E.
Balkan Journal of Electrical and Computer Engineering
, vol.11, no.4, pp.364-372, 2023 (TRDizin)
2016
20165. A multi agent solution for UAV path planning problem with NetLogo
Calik S. K., Kuğu E., Birtane S., Sahingoz O. K.
International Journal of Applied Engineering Research , vol.11, no.15, pp.8397-8401, 2016 (Scopus)
2014
20146. Fuzzy logic approach and sensitivity analysis for agent-based crowd injury modeling
Kuğu E., Li J., Mckenzie F. D.
SIMULATION , vol.90, no.3, pp.320-336, 2014 (SCI-Expanded, Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences
2026
20261. Deep Learning Approaches for Pneumonia Detection and Analysis with XAI
Bolukbasi Z., Yurtoglu H., Kuğu E., Çukurtepe H.
5th International Conference on Informatics and Software Engineering, IISEC 2026, Ankara, Turkey, 5 - 06 February 2026, pp.543-548, (Full Text)
2026
20262. Explainable Artificial Intelligence (XAI) In Insurance Fraud Detection
Peykani S., Kuğu E.
5th International Conference on Informatics and Software Engineering, IISEC 2026, Ankara, Turkey, 5 - 06 February 2026, pp.537-542, (Full Text)
2025
20253. AI-Driven Smart Communication
Tekdemir A., Kuğu E.
10th International Conference on Computer Science and Engineering, UBMK 2025, İstanbul, Turkey, 17 - 21 September 2025, pp.1461-1466, (Full Text)
2025
20254. Insurance Fraud Detection Using Machine Learning and XAI Algorithms
Bolukbasi Z., Yurtoglu H., Kuğu E., Cukurtepe H.
2025 IEEE International Conference on Electro Information Technology, eIT 2025, Indiana, United States Of America, 29 - 31 May 2025, pp.463-468, (Full Text)
2025
20255. Impact of Data Poisoning on Machine Learning Models: A Case Study on S&P 500 Index
Doker G. A., Kuğu E., Algin A.
10th International Conference on Computer Science and Engineering, UBMK 2025, İstanbul, Turkey, 17 - 21 September 2025, pp.172-178, (Full Text)
2025
20256. An Explainable and Class-Balanced Deep Learning Framework for Multi-Class Alzheimer's Disease Detection using MRI Scans
Bolukbasi Z., Yurtoglu H., Kaplan R. D., Yetgin D., Kuğu E.
10th International Conference on Computer Science and Engineering, UBMK 2025, İstanbul, Turkey, 17 - 21 September 2025, pp.935-940, (Full Text)
2022
20227. Analysis of Location Spoofing Threats on E-Scooter Sharing E-Scooter Paylaşim Sistemi'nde Konum Yaniltma Tehditlerinin Analizi
Yilmaz A. S., Çukurtepe H., Kuğu E.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022, (Full Text)
2021
20218. Analysis and Comparison of Honeypot Activities on Two ISP Networks
Yener D., Ozyer T., Kuğu E.
2nd International Informatics and Software Engineering Conference, IISEC 2021, Ankara, Turkey, 16 - 17 December 2021, (Full Text)
2017
20179. A survey on anti-forensics techniques
Gül M., Kuğu E.
2017 International Artificial Intelligence and Data Processing Symposium, IDAP 2017, Malatya, Turkey, 16 - 17 September 2017, (Full Text)
2016
201610. Deep Learning for Instrusion Detection
ÇALIK BAYAZIT E., KUĞU E.
4th International Conference on Advanced Technology & Sciences (ICAT'Rome), Roma, Italy, 23 - 25 November 2016, pp.78-81, (Full Text)
2016
201611. Finding smoothness area on the topographic maps for the unmanned aerial vehicle's landing site estimation
Aydin M., Kuğu E.
6th International Conference on Digital Information and Communication Technology and Its Applications, DICTAP 2016, Konya, Turkey, 21 - 23 July 2016, pp.183-186, (Full Text)
2016
201612. Safe landing site detection using SRTM data for the Unmanned Aerial Vehicles Insansiz Hava Araçlari için Srtm Verisi Kullanilarak Uygun Inis Alaninin Tespit Edilmesi
Aydin M., Kuğu E.
24th Signal Processing and Communication Application Conference, SIU 2016, Zonguldak, Turkey, 16 - 19 May 2016, pp.2125-2128, (Full Text)
2016
201613. Safe Landing Site Detection Using SRTM Data For The Unmanned Aerial Vehicles
AYDIN M., KUĞU E.
Signal Processing and Communication Application Conference (SIU), 2016 24th, 16 - 19 May 2016, pp.2125-2128, (Full Text)
2015
201514. Optimal path planning for UAVs using Genetic Algorithm
Sonmez A., Kocyigit E., Kuğu E.
2015 International Conference on Unmanned Aircraft Systems, ICUAS 2015, Colorado, United States Of America, 9 - 12 June 2015, pp.50-55, (Full Text)
2015
201515. Reference trust model in e-commerce E-Ticarette Referans Güven Modeli
Kuğu E.
2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Turkey, 16 - 19 May 2015, pp.2545-2548, (Full Text)
2015
201516. Adli Bilişim Ezberlerini Bozan Bir Düzlem Bulut Bilişim
Adem E., KUĞU E., Murtaza T.
The 3rd International Symposium on Digital Forensics and Security, 11 - 12 May 2015, (Full Text)
2015
201517. Using Virtualization Technologies for Personnel Information Security
Çalışkan M., Kılıç S., Bayram B., KUĞU E.
International Conference on Military and Security Studies/ICMSS-2015, 16 - 18 April 2015, (Full Text)
2014
201418. Adli Bilişim ve Etmen Tabanlı Sistemler
EMEKÇİ A., KUĞU E.
International Conference on Information Security and Cryptology, 17 - 18 October 2014, pp.65-70, (Full Text)
2014
201419. The architecture of mobile agent based distributed intrusion detection system (MABDIDS)
Can O., Sahingoz O. K., Kuğu E.
World Congress on Engineering, WCE 2014, London, England, 2 - 04 July 2014, vol.1, pp.432-437, (Full Text)
2014
201420. Forest fire damage assessment using Object Based Image Analysis Nesne tabanli görüntü analizi yöntemiyle orman yangini hasar tespiti
Kuğu E., Kisa A.
2014 22nd Signal Processing and Communications Applications Conference, SIU 2014, Trabzon, Turkey, 23 - 25 April 2014, pp.1782-1785, (Full Text)
2013
201321. Satellite image denoising using Bilateral Filter with SPEA2 optimized parameters
Kuğu E.
6th International Conference on Recent Advances in Space Technologies, RAST 2013, İstanbul, Turkey, 12 - 14 June 2013, pp.217-223, (Full Text)
2013
201322. Sanallaştırma Teknolojilerinin Saldırı Tespit ve Önleme Sistemleri Üzerine Etkisi
ÇALIŞKAN M., ŞEN İ., KUĞU E., AYDIN M. A.
International Symposium on Digital Forensics and Security, 20 - 21 May 2013, (Full Text)
2013
201323. ACO algorithms with multi-core implementation
Kuğu E., Sahingoz O. K.
7th International Conference on Application of Information and Communication Technologies, AICT 2013, Baku, Azerbaijan, 23 - 25 October 2013, (Full Text)
2013
201324. Benefits of the virtualization technologies with intrusion detection and prevention systems
Caliskan M., Ozsiginan M., Kuğu E.
7th International Conference on Application of Information and Communication Technologies, AICT 2013, Baku, Azerbaijan, 23 - 25 October 2013, (Full Text)
2013
201325. Simulation based multiple regression analysis of fuzzy logic crowd injury model
Kuğu E., Sahingoz O. K.
7th International Conference on Application of Information and Communication Technologies, AICT 2013, Baku, Azerbaijan, 23 - 25 October 2013, (Full Text)
2012
201226. Using agent based modeling and simulation for data mining
Kuğu E., Altay L., Sahingoz O. K.
19th International Conference on Neural Information Processing, ICONIP 2012, Doha, Qatar, 12 - 15 November 2012, vol.7664 LNCS, pp.258-265, (Full Text)
2012
201227. Aspect-oriented design and implementation of secure agent communication system
Sahingoz O. K., Kuğu E.
19th International Conference on Neural Information Processing, ICONIP 2012, Doha, Qatar, 12 - 15 November 2012, vol.7667 LNCS, pp.213-220, (Full Text)
0
028. Fuzzy Logic Injury Design for Multi- Agent Crowd Modeling
Kuğu E., Li J., McKenzie F. D., Sahingoz O. K.
2010
201029. Multi agent design and implementation of crowd injury model
Kuğu E., McKenzie F. D., Li J., Sahingoz O. K.
2010 Spring Simulation Multiconference, SpringSim'10, Orlando, FL, United States Of America, 11 - 15 April 2010, (Full Text)
Activities in Scientific Journals
2024 - Present
2024 - PresentINTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES
Editor
2015 - 2017
2015 - 2017Journal of Aeronautics and Space Technologies
Editor
Memberships and Roles in Scientific Organizations
2023 - Present
2023 - Present
IEEE Computer Society
Member
2022 - Present
2022 - PresentIEEE
Member
Peer Reviews in Scientific Publications
July 2025
July 2025Başkent Üniversitesi Ticari Bilimler Fakültesi Dergisi
National Scientific Refreed Journal
May 2025
May 2025Başkent Üniversitesi Ticari Bilimler Fakültesi Dergisi
National Scientific Refreed Journal
March 2025
March 2025SAKARYA UNIVERSITY JOURNAL OF SCIENCE
National Scientific Refreed Journal
December 2024
December 2024Black Sea Journal of Engineering and Science
National Scientific Refreed Journal
December 2024
December 2024Black Sea Journal of Engineering and Science
National Scientific Refreed Journal
October 2024
October 20249 th International Conference on Computer Science and Engineering
Conference Paper (Full Text)
October 2024
October 20249 th International Conference on Computer Science and Engineering
Conference Paper (Full Text)
October 2024
October 20249 th International Conference on Computer Science and Engineering
Conference Paper (Full Text)
October 2024
October 20249 th International Conference on Computer Science and Engineering
Conference Paper (Full Text)
October 2024
October 20249 th International Conference on Computer Science and Engineering
Conference Paper (Full Text)
October 2024
October 20249 th International Conference on Computer Science and Engineering
Conference Paper (Full Text)
October 2024
October 20249 th International Conference on Computer Science and Engineering
Conference Paper (Full Text)
August 2024
August 2024JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION
Journal Indexed in SCI-E
May 2024
May 2024Necmettin Erbakan Üniversitesi Fen ve Mühendislik Bilimleri Dergisi
National Scientific Refreed Journal
February 2024
February 2024Fırat Üniversitesi Mühendislik Bilimleri Dergisi
National Scientific Refreed Journal
December 2023
December 2023TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
National Scientific Refreed Journal
February 2022
February 2022Balkan Journal of Electrical and Computer Engineering
National Scientific Refreed Journal
October 2021
October 2021Balkan Journal of Electrical and Computer Engineering
National Scientific Refreed Journal
April 2021
April 2021JOURNAL OF WEB ENGINEERING
Journal Indexed in SCI-E
December 2020
December 2020COMPUTER NETWORKS
Journal Indexed in SCI-E
July 2020
July 2020Balkan Journal of Electrical and Computer Engineering
National Scientific Refreed Journal
May 2020
May 2020Balkan Journal of Electrical and Computer Engineering
National Scientific Refreed Journal
Scientific Project Refereeing
July 2025
July 2025TUBITAK Project
1832 - Call for Green Transformation in Industry, TED University, Turkey
March 2025
March 2025KOSGEB
TED University, Turkey
October 2024
October 2024TUBITAK Project
1501 - Industry R & D Projects Support Program, TED University, Turkey
April 2024
April 2024TUBITAK Project
1501 - Industry R & D Projects Support Program, TED University, Turkey
July 2023
July 2023TUBITAK Project
1501 - Industry R & D Projects Support Program, SİSASOFT BİLGİ TEKNOLOJİLERİ VE İNOVASYON ANONİM ŞİRKETİ, Turkey
Roles in Event Organizations
June 2024
June 2024
Genç Beyinler Yeni Fikirler (GBYF) Bitirme Projesi Yarışması - Ankara
Scientific Congress
Kuğu E.
Ankara, Turkey
June 2023
June 2023
Genç Beyinler Yeni Fikirler (GBYF) Bitirme Projesi Yarışması - Ankara
Scientific Congress
Kuğu E.
Ankara, Turkey
September 2022
September 202236. Bilgisayar Mühendisliği Bölüm Başkanları (BMBB) Toplantısı
Workshop Organization
Kuğu E.
Diyarbakır, Turkey
September 2022
September 202236th International Conference on Computer Science and Engineering
Scientific Congress
Kuğu E.
Diyarbakır, Turkey
September 2021
September 202135. Bilgisayar Mühendisliği Bölüm Başkanları Toplantısı
Workshop Organization
Kuğu E.
Ankara, Turkey
September 2021
September 20216th International Conference on Computer Science and Engineering
Scientific Congress
Kuğu E.
Ankara, Turkey
Mobility Activity
2026 - 2027
2026 - 2027Sabbatical Leave
Guest Researcher
Universidad Politecnica de Valencia, Spain
Awards
May 2025
May 2025Huawei ICT Academy Competition Global Final - Cloud Category İkincilik Ödülü
Huawei
June 2024
June 2024Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması Üçüncülük Ödülü
Türkiye Bilişim Derneği
May 2024
May 2024Huawei ICT Academy Competition Global Final - Computing Category Üçüncülük Ödülü
Huawei
February 2009
February 2009The Gene Newman Award for Excellence in M&S Research
Old Dominion University
Citations
Total Citations (SCOPUS): 299
h-index (SCOPUS): 6
Jury Memberships
June-2025
June 2025Competition
Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması - Başkent Üniversitesi
September-2024
September 2024Competition
Türkiye İhracatçılar Meclisi İnovaTİM İnovasyon Yarışması - Türkiye İhracatçılar Meclisi
May-2024
May 2024Competition
Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması - Ostim Teknik Üniversitesi
November-2023
November 2023Competition
Türkiye İhracatçılar Meclisi İnovaTİM İnovasyon Yarışması - Türkiye İhracatçılar Meclisi
June-2023
June 2023Competition
Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması - TED Üniversitesi
June-2022
June 2022Competition
Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması - Ankara Üniversitesi
June-2020
June 2020