Assoc. Prof. EYÜP ÇİNAR


MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

BİLGİSAYAR YAZILIMI ANABİLİM DALI


WoS Research Areas: Computer Science Artificial Intelligence, Computer Science Software Engineering, Engineering, Engineering Computing & Technology (Eng), Engineering Electrical & Electronic


Avesis Research Areas: Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning

Metrics

Publication

44

Publication (WoS)

23

Publication (Scopus)

23

Citation (WoS)

317

H-Index (WoS)

7

Citation (Scopus)

387

H-Index (Scopus)

9

Citation (Scholar)

151

H-Index (Scholar)

4

Citation (TrDizin)

5

H-Index (TrDizin)

1

Citation (Sobiad)

18

H-Index (Sobiad)

2

Citation (Sum Other)

5

Project

3

Intellectual Property

1

Thesis Advisory

5

Open Access

1
UN Sustainable Development Goals

Biography

Dr. Eyüp Çinar received his Bachelor's degree from Eskişehir Osmangazi University Electrical-Electrical and Computer Engineering departments in 2008 with a double major program. With the Fulbright scholarship he received, he completed his Master's Degree in Electrical and Microelectronics Engineering at Rochester Institute of Technology in New York, USA in 2010. He continued his doctorate in the Microsystems Engineering department of the same university and completed his doctoral research in 2015. Subsequently, he gained industrial experience in various companies as a Senior Engineer for about four years in the USA. He gained industrial experience in manufacturing defect detection, classification and process control at the world-famous GLOBALFOUNDRIES microchip manufacturing factory in New York. Later, he continued to work as a Senior Data Scientist at the R&D center of ASML-HMI, which operates in the Silicon Valley of the USA. He returned to Türkiye within the scope of the TÜBİTAK project call 2232 International Leading Researchers Program, also known as the reverse brain drain program, opened by TÜBİTAK in 2019, and started to work as a faculty member in the Computer Engineering Department of the Eskişehir Osmangazi University. He recieved his Associate Professorship (Docent) title in August 2023.  Dr. Eyüp Çinar has been elected as a Senior member of the IEEE (Institute of Electrical and Electronics Engineers) and holds internationally accepted patents, awards and various academic publications.

Education

2010 - 2015

2010 - 2015

Doctorate

Rochester Institute of Technology, Microsystems Engineering, United States Of America

2008 - 2010

2008 - 2010

Postgraduate

Rochester Institute of Technology, Electrical And Microelectronic Engineering, United States Of America

2004 - 2008

2004 - 2008

Undergraduate Double Major

Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, Bilgisayar Mühendisliği Bölümü, Turkey

2003 - 2007

2003 - 2007

Undergraduate

Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, Elektrik-Elektronik Mühendisliği Bölümü, Turkey

Dissertations

2015

2015

Doctorate

Development of Material Characterization Techniques using Novel Nanoindendation Approaches on Hard and Soft Materials used in MEMS

Rochester Institute of Technology, Microsystems Engineering

2012

2012

Postgraduate

A Study of recent classification algorithms and a novel approach for biosignal data classification

Rochester Institute of Technology, Electrical And Microelectronic Engineering

Foreign Languages

C2 Mastery

C2 Mastery

English

Certificates, Courses and Trainings

2023

2023

NVIDIA University Ambassador Deep Learning Institute Certified Instructor

Vocational Training

NVIDIA

2023

2023

IBM AI Engineering Professional Certificate

Vocational Training

IBM

2023

2023

IBM Deep Neural Networks with PyTorch

Other

IBM

2019

2019

ICME (Institute for Computational and Mathematical Engineering) Fundamentals of Data Science

Other

Stanford University

Research Areas

Artificial Intelligence, Computer Learning and Pattern Recognition

Computer Learning

Academic Positions

2024 - Present

2024 - Present

Associate Professor

Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

2019 - 2024

2019 - 2024

Assistant Professor

Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

2010 - 2015

2010 - 2015

Research Assistant

Rochester Institute of Technology, College Of Engineering, Microsystems Engineering

Managerial Experience

2020 - Present

2020 - Present

Erasmus Program Institutional Coordinator

Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

2020 - Present

2020 - Present

Applied Research Center Board Member

Eskisehir Osmangazi University, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

Non Academic Experience

2018 - 2019

2018 - 2019

Senior Data Scientist

Company, ASMI-HMI Silicon Valley R&D Center, Senior Data Scientist

2018 - 2019

2018 - 2019

Kıdemli Veri Bilimci

ASML Inc. Silikon Vadisi HMI Ar-Ge Merkezi, Kaliforniya, A.B.D, Kıdemli Veri Bilimci

2015 - 2018

2015 - 2018

Senior Process Control and Fault Detection Engineer

Company, GLOBALFOUNDRIES, Senior Process Control and Fault Detection Engineer

2015 - 2018

2015 - 2018

Kıdemli Mühendis

GLOBALFOUNDRIES, New York, A.B.D., Kıdemli Mühendis

2015 - 2015

2015 - 2015

Publication co-chair

IEEE 10. System of Systems Engineering (SoSE) Konferansı, Publication co-chair

Courses

Doctorate

Doctorate

Neural Networks and Deep Learning

Postgraduate

Postgraduate

Machine Learning and Anomaly Detection

Undergraduate

Undergraduate

Engineering Research on Microprocessor based Apps

Introduction to Computer Engineering

Object Oriented Programming II

Entrepreneurship

Neural Networks

Research Infrastructure Information

January 2019

January 2019

Akıllı Sistemler Uygulama ve Araştırma Merkezi

Implementation and Research Center - Directorate

Çinar E.

Representation and Promotion Activities

Global Sustainable Development Congress

Institutional Representation, Times Higher Education, Turkey, İstanbul, 2025 - 2025

Articles

All (21)
SCI-E, SSCI, AHCI (15)
SCI-E, SSCI, AHCI, ESCI (15)
Scopus (15)
TRDizin (6)

Papers Presented at Peer-Reviewed Scientific Conferences

2025

2025

1. Sequence-to-Temperature: RAG-Enhanced and XAI-Supported OGT Estimation from Archaea tRNA Sequences Using Transformer-Based Embeddings

Telçeken A., Çinar E.

25th International Conference on BioInformatics and BioEngineering, Athens, Greece, 6 - 08 November 2025, pp.1-5, (Full Text)

2025

2025

2. Machine Learning-Based Prediction of Optimal Growth Temperature in Archaeal Species Using RNA Data

Eren H. A., Çinar E., Çimen E.

2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Ras Al Khaimah, United Arab Emirates, 29 - 31 October 2025, pp.1-6, (Full Text)

2025

2025

4. Federated Learning Based State of Health Estimation for Lithium-Ion Batteries

Sevim E., YILMAZ M. F., ÇİNAR E., YAZICI A.

20th Annual System of Systems Engineering Conference, SoSE 2025, Tirana, Albania, 8 - 11 June 2025, (Full Text) identifier

2024

2024

5. Performance Analysis of Fluid Antenna Multiple Access (FAMA) for 6G

Shah A. F. M. S., Karabulut M. A., Çinar E., M. Rabie K.

IEEE IEMCON 2024 , California, United States Of America, 24 - 26 October 2024, pp.1-6, (Full Text)

2024

2024

6. Real-Time Detection of Bearing Faults in Induction Motor Using Edge AI and Piezo Microphone

Akdağlı E., Çolak A. R., Şahin B., Erden M. B., Çinar E., Edizkan R.

8th International Symposium on Innovative Approaches in Smart Technologies, Ankara, Turkey, 6 - 08 December 2024, pp.1-6, (Full Text)

2024

2024

7. Real-Time Detection of Bearing Faults in Induction Motor Using Edge AI and Piezo Microphone

Akdağlı E., Ramazan Çolak A., Şahin B., Bekir Erden M., Çinar E., Edizkan R.

8th International Symposium on Innovative Approaches in Smart Technologies, İstanbul, Turkey, 6 - 08 December 2024, pp.1-6, (Full Text)

2024

2024

8. Optimization of Charging Prediction in Electric Vehicle Fleets: An Integrated Approach with EdgeAI and Data Flow Pipelines

Sevim E., Dalgıç U. E., Yılmaz M., Çinar E., Yazıcı A.

2024 32nd Signal Processing and Communications Applications Conference (SIU), Mersin, Turkey, 15 - 18 May 2024, pp.1-5, (Full Text) identifier

2022

2022

9. Graph-Based Anomaly Detection Approach for an Autonomous Mobile Robot

Yılmaz M., ÇİNAR E., YAZICI A.

10th International Conference on Advanced Technologies (ICAT'22), Turkey, 25 - 27 November 2022, (Summary Text)

2022

2022

10. A Comparison of Data Imputation Methods Utilizing Machine Learning for a New IoT System Platform

KALAY S., ÇİNAR E., SARIÇİÇEK İ.

2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), Turkey, 17 May 2022, (Full Text) identifier identifier

2021

2021

11. RDF-Based Semantic for Condition Monitoring of Autonomous Mobile Robot

Yılmaz M., ÇİNAR E., YAZICI A.

2021 2nd International Informatics and Software Engineering Conference (IISEC), 16 December 2021, (Full Text) identifier identifier

2022

2022

12. Intelligient Fault Detection in Bearings Based on Transfer Learning Rulmanlarda Transfer Ögrenmeye Dayali Akilli Hata Tespiti

Kurt A. N., ÇİNAR E.

2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022, (Full Text) identifier

2022

2022

13. A Sensor Fusion Method using Deep Transfer Learning for Fault Detection in Equipment Condition Monitoring

ÇİNAR E.

16th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022, Biarritz, France, 8 - 12 August 2022, (Full Text) identifier

2021

2021

14. The detection of bearing faults for induction motors by using vibration signals and machine learning

Irgat E., Çinar E., Ünsal A.

2021 IEEE 13th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED), Texas, United States Of America, 22 August 2021, (Full Text) identifier identifier

2017

2017

15. Run-to-Run Control Strategy of HARP Liner Thickness with Product Dependent Deposition Rates

Yi S., ÇİNAR E., Wang M., Lee Y., Minton P.

XXIX Advanced Process Control Conference, Austin, TX, United States Of America, 9 - 12 October 2017, (Summary Text)

2015

2015

16. A System of Systems Analysis of a Multi-Probe SPM System

Çinar E., Sahin F.

2015 10th System of Systems Engineering Conference (SoSE), Texas, United States Of America, 17 - 20 May 2015, pp.117-121, (Full Text) identifier

2014

2014

17. A New Approach for Nanoindentation Using Multiprobe AFM System

ÇİNAR E., Sahin F., Yablon D.

2014 IEEE 14TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO), Toronto, Canada, 14 - 21 August 2014, pp.49-53, (Full Text) identifier

2013

2013

18. In-Vivo Fault Analysis and Real-Time Fault Prediction for RF Generators using State-of-the-art Classifiers

Chandrasheker G., Sahin F., ÇİNAR E., Radomski A., Daniel S.

2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), Manchester, United Kingdom, 13 - 16 October 2013, pp.1634-1639, (Full Text)

2010

2010

19. A Study of Recent Classification Algorithms and a Novel Approach for EEG Data Classification

ÇİNAR E., Sahin F.

IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), İstanbul, Turkey, 10 - 13 October 2010, pp.3366-3372, (Full Text) identifier

2009

2009

20. EOG Controlled Mobile Robot Using Radial Basis Function Networks

ÇİNAR E., Sahin F.

2009 FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTIONS IN SYSTEM ANALYSIS, DECISION AND CONTROL, Famagusta, 2 - 04 September 2009, pp.51-54, (Full Text) identifier

2009

2009

21. System of Systems Approach to a Human Tracking Problem with Mobile Robots using a Single Security Camera

Bowen R., ÇİNAR E., Sahin F.

2009 FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTIONS IN SYSTEM ANALYSIS, DECISION AND CONTROL, Famagusta, 2 - 04 September 2009, pp.236, (Full Text) identifier

2007

2007

22. Robot Navigasyonunda Potansiyel Alan Metodlarının Karşılaştırılması ve İç Ortamlarda Uygulanması

ÇİNAR E., PARLAKTUNA O., YAZICI A.

12. Elektrik Elektronik Bilgisayar Biyomedikal Mühendisliği Ulusal Kongresi, Eskişehir, Turkey, 1 - 03 August 2007, (Full Text)

Books

2021

2021

1. Hata Tespiti ve Kestirimci Bakım Uygulamalarında Yapay Zeka Kullanımı

ÇİNAR E., SARIÇİÇEK İ.

in: Yapay Zeka ve Büyük Veri Kitap Serisi 2: Endüstri 4.0 ve Yapay Zeka, Sağıroğlu Şeref, Demirezen Mustafa Umut, Yazıcı Ahmet, Editor, Nobel, Ankara, pp.243-266, 2021

Patent

2020

2020

Initializing individual exposure field parameters of an overlay controller

Patent

Registered / Approved, The Invention Registration Number: US10788806B2

Memberships and Roles in Scientific Organizations

2015 - Present

2015 - Present

Institute of Electrical and Electronics Engineering (IEEE)

Member

Peer Reviews in Scientific Publications

September 2023

September 2023

AEJ - ALEXANDRIA ENGINEERING JOURNAL

SCI Journal

July 2023

July 2023

JOURNAL OF INTELLIGENT MANUFACTURING

Journal Indexed in SCI-E

June 2023

June 2023

JOURNAL OF INTELLIGENT MANUFACTURING

Journal Indexed in SCI-E

July 2020

July 2020

NEURAL COMPUTING & APPLICATIONS

SCI Journal

April 2020

April 2020

APPLIED SCIENCES-BASEL

Journal Indexed in SCI-E

June 2019

June 2019

AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY

Journal Indexed in SCI-E

April 2019

April 2019

BRAIN SCIENCES

Journal Indexed in SCI-E

February 2019

February 2019

SENSORS

SCI Journal

May 2016

May 2016

IEEE SYSTEMS MAN AND CYBERNETICS MAGAZINE

Journal Indexed in ESCI

May 2016

May 2016

IEEE Systems, Man, and Cybernetics

Journal Indexed in ESCI

Scientific Project Refereeing

August 2023

August 2023

TUBITAK Project

1711 - Artificial Intelligence Ecosystem Call, Eskisehir Osmangazi University, Turkey

July 2023

July 2023

TUBITAK Project

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

March 2023

March 2023

TUBITAK Project

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

March 2021

March 2021

TUBITAK Project

2236 - Program for Supporting International Researchers, Eskisehir Osmangazi University, Turkey

Roles in Event Organizations

December 2022

December 2022

Akıllı Fabrika ve Robotik Teknolojileri Çalıstayı

Workshop Organization

Çinar E.
Turkey

Haziran 2017

Haziran 2017

12th IEEE SoSE Conference

Scientific Congress

Çinar E.
Hawaii, United States Of America

Mart 2015

Mart 2015

2015 10th System of Systems Engineering Conference (SoSE)

Scientific Congress

Çinar E.
Texas, United States Of America

Haziran 2013

Haziran 2013

8th IEEE SoSE Conference

Scientific Congress

Çinar E.
Hawaii, United States Of America

Mayıs 2011

Mayıs 2011

6th IEEE SoSE Conference

Scientific Congress

Çinar E.
Hawaii, United States Of America

Awards

April 2023

April 2023

The Master's thesis of the year (Student: Sena Kalay)

Eskişehir Osmangazi Üniversitesi

April 2023

April 2023

Senior Membership

Ieee (The Institute Of Electrical And Electronics Engineers)

November 2017

November 2017

GLOBY ÖDÜLÜ

Globalfoundrıes

April 2015

April 2015

Outstanding Contribution Award

Uluslararası Ieee Sose2015 Konferans Organizasyonu Komitesi



Congress and Symposium Activities

25 November 2022 - 27 November 2023

25 November 2022 - 27 November 2023

International Conference on Advanced Technologies (ICAT'22)

Attendee

Van-Turkey

08 August 2022 - 10 August 2022

08 August 2022 - 10 August 2022

International Conference on INnovations in Intelligent SysTems and Applications (INISTA)

Attendee

Lyon-France

16 December 2021 - 16 December 2021

16 December 2021 - 16 December 2021

2021 2nd International Informatics and Software Engineering Conference (IISEC)

Attendee

Ankara-Turkey

22 August 2021 - 25 August 2021

22 August 2021 - 25 August 2021

2021 IEEE 13th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)

Attendee

Texas-United States Of America

22 February 2020 - 22 February 2020

22 February 2020 - 22 February 2020

TÜBİTAK Yapay Zeka Enstitüsü Çalıştayı

Attendee

Kocaeli-Turkey

Invited Talks

May 2023

May 2023

10th International Conference On Electrical And Electronics Engineering

Conference

10th IEEE International Conference On Electrical And Electronics Engineering-Turkey

March 2023

March 2023

EDGE AI TEKNİKLERİYLE OTONOM TAŞIYICI ARAÇ ÜZERİNDE GERÇEK ZAMANLI HATA TEŞHİSİ VE DURUM TAKİBİ

Seminar

OpenZeka-Turkey

January 2022

January 2022

Yapay Zeka, Makine Öğrenmesi ve Endüstriyel Uygulamaları

Seminar

TÜBİTAK Bilim-Turkey

Scholarships

2020 - 2023

2020 - 2023

TÜBİTAK 2232 Intertanional Leading Researcher Fellowship

TUBITAK

2010 - 2015

2010 - 2015

Graduate Research Assistantship Scholarship

University

2008 - 2010

2008 - 2010

RIT Merit Scholarship

University

2008 - 2010

2008 - 2010

Fulbright Yüksek Lisans Bursu

Fulbright Program

Citations

Total Citations (WOS): 324

h-index (WOS): 7