Research Excellence Award
Asim Sinan Yuksel
Department of Computer Engineering, Süleyman Demirel University, Turkey
| Asim Sinan Yuksel |
| Affiliation |
Süleyman Demirel University |
| Country |
Turkey |
| Scopus ID |
36999050000 |
| Documents |
25 |
| Citations |
441 |
| h-index |
7 |
| Subject Area |
Artificial Intelligence |
| Event |
Research Awards and Recognitions |
| ORCID |
0000-0003-1986-5269 |
| Google Scholar |
1-asL00AAAAJ |
Asim Sinan Yuksel is a Turkish computer engineer, researcher, academic administrator, and Associate Professor in the Department of Computer Engineering at Süleyman Demirel University. His scholarly activities encompass artificial intelligence, natural language processing, large language models, vision-language systems, machine learning, cybersecurity, intelligent transportation systems, and multi-agent technologies. Through academic supervision, research leadership, editorial service, and scientific publication, he has contributed to the advancement of applied artificial intelligence and computational research in Türkiye and internationally.[1]
Abstract
This article presents an academic profile of Asim Sinan Yuksel, highlighting his educational background, academic appointments, supervised graduate research, funded projects, scholarly publications, editorial activities, and institutional service. His work spans artificial intelligence, machine learning, natural language processing, cybersecurity, intelligent transportation systems, and emerging large language model applications. The profile also evaluates his suitability for recognition within the context of research excellence and academic achievement.[1]
Keywords
Artificial Intelligence, Natural Language Processing, Large Language Models, Vision-Language Models, Machine Learning, Multi-Agent Systems, Cybersecurity, Intelligent Transportation Systems, Deep Learning, Academic Research.
Introduction
Asim Sinan Yuksel has pursued a multidisciplinary academic career integrating software engineering, intelligent systems, cybersecurity, and data-driven computational methods. Following undergraduate education in Computer Engineering at Ege University, graduate studies at Indiana University Bloomington, and doctoral research at Istanbul University, he developed expertise in software-based security analysis for mobile applications and advanced artificial intelligence applications. His academic trajectory demonstrates a consistent focus on applied research, graduate supervision, and institutional development.[1]
Research Profile
Asim Sinan Yuksel received his Ph.D. in Computer Engineering from Istanbul University on 10 June 2015. His doctoral dissertation, entitled Design of a Software-Based Service for Analyzing the Security Risks of Mobile Applications, was supervised by Prof. Ahmet Sertbaş. Prior to doctoral completion, he earned a master’s degree in Computer Science from Indiana University Bloomington and a bachelor’s degree in Computer Engineering from Ege University.
His academic appointments at Süleyman Demirel University include Research Assistant (2012–2016), Assistant Professor (2016–2021), and Associate Professor (2021–present). He also served as Vice Chair of the Department of Computer Engineering between 2016 and 2018, contributing to departmental administration and academic planning.
Research Contributions
The research portfolio of Asim Sinan Yuksel includes principal investigator and researcher roles in projects related to machine learning, text mining, transportation analytics, cybersecurity awareness, robotic coordination, electric vehicle optimization, and large language model-driven expert systems. These initiatives demonstrate engagement with both theoretical and applied dimensions of artificial intelligence research.
- Machine learning-based modeling of driver behaviors.
- Knowledge discovery in social networks using text mining techniques.
- Large language model-based multi-agent systems for animal health applications.
- Victim localization in earthquake debris through multi-robot coordination.
- Energy-efficient route optimization for electric vehicle fleets.
- Cybersecurity education and awareness initiatives.
Graduate supervision activities include five completed master’s theses and three completed doctoral dissertations addressing machine learning, deep learning, text mining, video summarization, optimization, and educational analytics. These supervisory contributions have supported capacity building within computer science and artificial intelligence research.
Publications
The publication record of Asim Sinan Yuksel spans artificial intelligence, optimization, intelligent transportation systems, educational technologies, and computer vision. Notable contributions include machine learning-based driver risk assessment, hybrid optimization algorithms, blended learning evaluation, deep learning applications, and augmented reality navigation systems, reflecting interdisciplinary research impact and scholarly dissemination.[2][3][4][5]
The publication record includes international conference proceedings, peer-reviewed journal articles, book chapters, and national conference papers. Representative publications include the following works.[2][3]
- A novel hybrid PSO–GWO algorithm for optimization problems.
- Evaluation of blended learning approach in computer engineering education.
- Driver’s black box: A system for driver risk assessment using machine learning and fuzzy logic.
- Derin öğrenme teknikleri ile nesne tespiti ve takibi üzerine bir inceleme.
- Mobile indoor navigation system in iOS platform using augmented reality.
In addition to research publications, Asim Sinan Yuksel serves as an Editorial Board Member of PLOS ONE, an internationally recognized SCI-Expanded indexed journal. This role reflects participation in scholarly quality assurance and international academic publishing activities.
Research Impact
The research impact of Asim Sinan Yuksel can be observed through interdisciplinary publication activity, graduate supervision, funded project leadership, editorial responsibilities, and sustained contributions to artificial intelligence and software engineering. His research has addressed practical problems in transportation safety, educational analytics, optimization, cybersecurity, and intelligent information systems.[2][4]
His professional experience as a contract software developer for the Social Security Institution of Türkiye further complements his academic work by providing experience in enterprise-level public-sector software development, e-government services, and secure digital infrastructures.
Award Suitability
Consideration for a Research Excellence Award may be supported by several measurable indicators, including sustained academic service, funded research leadership, interdisciplinary publication output, doctoral and master’s supervision, editorial responsibilities, and institutional engagement. His record demonstrates continued participation in national and international research initiatives while contributing to the development of emerging artificial intelligence technologies.
Additional recognition includes the Publication Incentive Award granted by Süleyman Demirel University in 2019. Combined with ongoing TÜBİTAK-supported projects and scholarly leadership activities, this profile aligns with common evaluation criteria used in research recognition programs.
Conclusion
Asim Sinan Yuksel represents a scholarly profile characterized by academic advancement, interdisciplinary research, graduate mentorship, project leadership, editorial service, and applied innovation. His contributions to artificial intelligence, machine learning, natural language processing, cybersecurity, and intelligent systems support his recognition within academic research and innovation communities. Continued involvement in emerging fields such as large language models and multi-agent systems positions his work within contemporary directions of computer science research.
External Links
References
- Elsevier. (n.d.). Scopus author details: Asim Sinan Yuksel, Author ID 36999050000. Scopus. https://www.scopus.com/authid/detail.uri?authorId=36999050000
- Şenel, F. A., Gökçe, F., Yüksel, A. S., & Yiğit, T. (2019). A novel hybrid PSO–GWO algorithm for optimization problems. Engineering with Computers. DOI/URL: https://link.springer.com/article/10.1007/s00366-018-0668-5
- Yiğit, T., Koyun, A., Yüksel, A. S., & Cankaya, I. A. (2014). Evaluation of blended learning approach in computer engineering education. Procedia – Social and Behavioral Sciences. DOI: https://doi.org/10.1016/j.sbspro.2014.05.140
- Yüksel, A. S., & Atmaca, Ş. (2020). Driver’s black box: A system for driver risk assessment using machine learning and fuzzy logic. Journal of Intelligent Transportation Systems. DOI: https://doi.org/10.1080/15472450.2020.1852083
- Cankaya, I. A., Koyun, A., Yiğit, T., & Yüksel, A. S. (2015). Mobile indoor navigation system in iOS platform using augmented reality. International Conference on Application of Information and Communication Technologies. DOI: https://doi.org/10.1109/ICAICT.2015.7338563