Asst. Prof. Emin Kuğu

Metrics

Publication

Publication (WoS)

Publication (Scopus)

Citation (WoS)

H-Index (WoS)

Citation (Scopus)

121

H-Index (Scopus)

Citation (Scholar)

218

H-Index (Scholar)

Thesis Advisory

Open Access

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.

Education

2006 - 2011

Doctorate

Old Dominion University, Batten College of Engineering and Technology, United States Of America

2003 - 2005

Postgraduate

Turkish Air Force Academy, Aeronautics and Space Technologies Institute, Turkey

1992 - 1996

Undergraduate

Istanbul University, Computer Science Engineering, Turkey

Dissertations

2011

Doctorate

Design of Multi Agent Based Crowd Injury Model

Old Dominion University, Frank Batten College of Engineering & Technology, Department of Electrical and Computer Engineering

2005

Postgraduate

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

English

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

Academic Positions

2020 - Present

Other

Software Engineering

2020 - 2020

Other

Computer Engineering

2014 - 2017

Assistant Professor

Air War Academy Command, Aır Force Academy (Dean's Offıce)

2011 - 2014

Lecturer PhD

Air War Academy Command, Aır Force Academy (Dean's Offıce)

2005 - 2011

Lecturer

Air War Academy Command, Aır Force Academy (Dean's Offıce)

Managerial Experience

2024 - Present

Deputy Head of Department

TED University, Faculty Of Engineering, Department Of Software Engineering

2023 - 2023

Fakülte Yatay Geçiş Komisyonu Üyesi

TED University, Faculty Of Engineering, Department Of Software Engineering

2021 - 2023

Head of Department

TED University, Faculty Of Engineering, Department Of Software Engineering

2020 - 2021

Erasmus Program Department Coordinator

TED University, Faculty Of Engineering, Department Of Software Engineering

2020 - 2020

Head of Department

TED University, Graduate School, Computer Engineering

2015 - 2017

Enstitü Yönetim Kurulu Üyesi

National Defense University, Instıtute Of Avıatıon And Space Technologıes

2012 - 2017

Erasmus Program Institutional Coordinator Assistant

National Defense University, Aır Force Academy (Dean's Offıce)

2012 - 2017

Erasmus Program Department Coordinator

National Defense University, Aır Force Academy (Dean's Offıce)

Courses

Network Security

Undergraduate

Fundamentals of Programming II

Information Security and Cryptography

Fundamentals of Programming I

Information Security and Cryptography

Fundamentals of Programming I

Computer Networks

Software Engineering

Relational Databases

Software Engineering

Computer Networks

Fundamentals of Programming I

Articles

2025

1. 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

2. 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

3. 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

4. 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

5. 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

2025

1. 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)

2022

2. 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

3. 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

4. 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

5. 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

6. 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)

2015

7. 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

8. 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)

2014

9. 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

10. 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

11. 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

12. 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)

2013

13. 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

14. 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)

2012

15. 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

16. 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)

2010 Spring Simulation Multiconference, SpringSim'10, Orlando, FL, United States Of America, 11 - 15 April 2010, (Full Text)

2009

19. Parameter optimization for image denoising based on block matching and 3D collaborative filtering

Pedada R., Kuğu E., Li J., Yue Z., Shen Y.

Medical Imaging 2009 - Image Processing, Lake Buena Vista, FL, United States Of America, 8 - 10 February 2009, vol.7259, (Full Text)

20. Assessment of Denoising Algorithms by Evolving the Pareto Front

Kuğu E., Li J.

Activities in Scientific Journals

2024 - Present

INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES

Editor

2015 - 2017

Journal of Aeronautics and Space Technologies

Editor

Memberships and Roles in Scientific Organizations

2023 - Continues

IEEE Computer Society

Member

2022 - Continues

IEEE

Member

Peer Reviews in Scientific Publications

July 2025

Başkent Üniversitesi Ticari Bilimler Fakültesi Dergisi

National Scientific Refreed Journal

May 2025

Başkent Üniversitesi Ticari Bilimler Fakültesi Dergisi

National Scientific Refreed Journal

March 2025

SAKARYA UNIVERSITY JOURNAL OF SCIENCE

National Scientific Refreed Journal

December 2024

Black Sea Journal of Engineering and Science

National Scientific Refreed Journal

December 2024

Black Sea Journal of Engineering and Science

National Scientific Refreed Journal

October 2024

9 th International Conference on Computer Science and Engineering

Conference Paper (Full Text)

October 2024

9 th International Conference on Computer Science and Engineering

Conference Paper (Full Text)

October 2024

9 th International Conference on Computer Science and Engineering

Conference Paper (Full Text)

October 2024

9 th International Conference on Computer Science and Engineering

Conference Paper (Full Text)

October 2024

9 th International Conference on Computer Science and Engineering

Conference Paper (Full Text)

October 2024

9 th International Conference on Computer Science and Engineering

Conference Paper (Full Text)

October 2024

9 th International Conference on Computer Science and Engineering

Conference Paper (Full Text)

August 2024

JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION

Journal Indexed in SCI-E

May 2024

Necmettin Erbakan Üniversitesi Fen ve Mühendislik Bilimleri Dergisi

National Scientific Refreed Journal

February 2024

Fırat Üniversitesi Mühendislik Bilimleri Dergisi

National Scientific Refreed Journal

December 2023

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES

National Scientific Refreed Journal

February 2022

Balkan Journal of Electrical and Computer Engineering

National Scientific Refreed Journal

October 2021

Balkan Journal of Electrical and Computer Engineering

National Scientific Refreed Journal

April 2021

JOURNAL OF WEB ENGINEERING

Journal Indexed in SCI-E

December 2020

COMPUTER NETWORKS

Journal Indexed in SCI-E

July 2020

Balkan Journal of Electrical and Computer Engineering

National Scientific Refreed Journal

May 2020

Balkan Journal of Electrical and Computer Engineering

National Scientific Refreed Journal

Scientific Project Refereeing

July 2025

TUBITAK Project

1832 - Call for Green Transformation in Industry, TED University, Turkey

March 2025

TUBITAK Project

1832 - Call for Green Transformation in Industry, TED University, Turkey

March 2025

KOSGEB

TED University, Turkey

October 2024

TUBITAK Project

1501 - Industry R & D Projects Support Program, TED University, Turkey

April 2024

TUBITAK Project

1501 - Industry R & D Projects Support Program, TED University, Turkey

July 2023

TUBITAK Project

1501 - Industry R & D Projects Support Program, SİSASOFT BİLGİ TEKNOLOJİLERİ VE İNOVASYON ANONİM ŞİRKETİ, Turkey

Roles in Event Organizations

Haziran 2024

Genç Beyinler Yeni Fikirler (GBYF) Bitirme Projesi Yarışması - Ankara

Scientific Congress

Kuğu E.

Ankara, Turkey

Haziran 2023

Genç Beyinler Yeni Fikirler (GBYF) Bitirme Projesi Yarışması - Ankara

Scientific Congress

Kuğu E.

Ankara, Turkey

Eylül 2022

36. Bilgisayar Mühendisliği Bölüm Başkanları (BMBB) Toplantısı

Workshop Organization

Kuğu E.

Diyarbakır, Turkey

Eylül 2022

36th International Conference on Computer Science and Engineering

Scientific Congress

Kuğu E.

Diyarbakır, Turkey

Eylül 2021

35. Bilgisayar Mühendisliği Bölüm Başkanları Toplantısı

Workshop Organization

Kuğu E.

Ankara, Turkey

Eylül 2021

6th International Conference on Computer Science and Engineering

Scientific Congress

Kuğu E.

Ankara, Turkey

Awards

February 2009

The Gene Newman Award for Excellence in M&S Research

Old Dominion University

Citations

Total Citations (SCOPUS): 204

h-index (SCOPUS): 5

Jury Memberships

June-2025

June 2025

Competition

Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması - Başkent Üniversitesi

September-2024

September 2024

Competition

Türkiye İhracatçılar Meclisi İnovaTİM İnovasyon Yarışması - Türkiye İhracatçılar Meclisi

May-2024

May 2024

Competition

Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması - Ostim Teknik Üniversitesi

November-2023

November 2023

Competition

Türkiye İhracatçılar Meclisi İnovaTİM İnovasyon Yarışması - Türkiye İhracatçılar Meclisi

June-2023

June 2023

Competition

Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması - TED Üniversitesi

June-2022

June 2022

Competition

Genç Beyinler Yeni Fikirler Bitirme Projesi Yarışması - Ankara Üniversitesi

June-2020

June 2020