Assoc. Prof. Dr. Serdar kırışoğlu | Artificial Intelligence – Academic Staff at Duzce University, Turkey
Assoc. Prof. Dr. Serdar KIRIŞOĞLU is a prominent scholar and researcher whose work bridges artificial intelligence, machine learning, blockchain systems, and data-driven analytics. As a faculty member at Düzce University’s Department of Computer Engineering, he has contributed significantly to advancing technology in economic forecasting, smart systems, and secure networks. Over the course of his academic career, he has guided multiple research initiatives, mentored graduate and doctoral students, and published impactful research recognized by leading journals and conferences worldwide.
Academic Profile:
Education:
Dr. KIRIŞOĞLU earned his Ph.D. in Electrical-Electronics and Computer Engineering in 2018 from Düzce University, where his dissertation introduced a novel dynamic VLAN approach to optimize the systematic design of corporate networks. He previously obtained a Master’s degree in Electrical Education in 2009 from Abant İzzet Baysal University, focusing on FPGA-based hardware solutions for secure digital image data embedding and extraction, and a Bachelor’s degree in Electrical-Electronics Engineering in 2000 from Kahramanmaraş Sütçü İmam University, laying the groundwork for his expertise in computer engineering and digital systems.
Experience:
With a career rooted in academia and research, Dr. KIRIŞOĞLU has been an integral part of Düzce University since 2018, serving as an Associate Professor and leading various roles, including Head of the IT Department, where he drives digital transformation and technological innovation. His experience spans leadership in high-impact national and international projects, including initiatives on big data infrastructure, augmented reality applications, AI-based economic crisis detection, and advanced cybersecurity measures. He has also served as a dedicated supervisor for numerous master’s and doctoral theses, fostering future researchers in cutting-edge fields like financial analytics, machine learning, and natural language processing.
Research Interest:
Dr. KIRIŞOĞLU’s research interests encompass artificial intelligence, machine learning, blockchain-based systems, big data analytics, and network optimization. His current projects involve developing predictive models for stock markets using AI, applying NLP to detect economic crises, enhancing cybersecurity through intelligent threat detection, and integrating augmented reality with web-based systems. His interdisciplinary approach consistently merges theoretical innovation with practical applications, benefiting sectors such as finance, education, and healthcare.
Award:
His dedication to advancing computer engineering has positioned him as a strong nominee for the Best Researcher Award 2025, with recognition stemming from his leadership in research-driven projects, his impactful publications indexed in Scopus and IEEE, and his ongoing contributions to mentoring future scholars and innovators in AI and technology.
Publications:
Detection of Economic Crises With Language Models and Comparative Analysis of Simple Time Series Analysis Models and Machine Learning Algorithms on the Stock Market – IEEE Access, 2025.
Determination of Gold Purity Degrees Using Audio Features with Machine Learning Algorithms – Applied Acoustics, July 2025.
Cyclical Hybrid Imputation Technique for Missing Values in Data Sets – Scientific Reports, February 2025.
Sustainable Economic Development Through Crisis Detection Using AI Techniques – Sustainability, February 2025.
GSelf-MapReduce: A Method for Enhancing MapReduce Performance in Distributed Heterogeneous Data Centers – IEEE Access, 2024.
Pandemi Sürecinde Uzaktan Eğitimde Senkron, Asenkron ve Hibrit Yapılmış Derslerde Veri Madenciliği ile Öğrenci Performans Analizi – Düzce Üniversitesi Bilim ve Teknoloji Dergisi, January 2024.
Çok Katmanlı Algılayıcı ile Ağ Trafiği Sınıflandırma Analizi – Düzce Üniversitesi Bilim ve Teknoloji Dergisi, April 2022.
Conclusion:
Assoc. Prof. Dr. Serdar KIRIŞOĞLU’s career exemplifies academic excellence, impactful research, and forward-thinking innovation, making him an ideal candidate for the Best Researcher Award 2025. His pioneering work in artificial intelligence, big data, and blockchain, combined with his dedication to mentoring and leading research initiatives, underscores his substantial contributions to both science and society. With a growing body of influential publications and leadership in transformative projects, he continues to shape the future of computer engineering and remains committed to expanding his global academic impact through further collaborations and innovations.