معرفی
Dr. Serdar Arslan is a Lecturer at the Department of Computer Engineering at Cankaya University. He holds a PhD in Computer Engineering from Middle East Technical University (METU), with a thesis on multidimensional data indexing. His academic background includes a Master's (2005) and Bachelor's (2001) in Computer Engineering from METU and Hacettepe University, respectively. His research focuses on database systems, machine learning, multimedia data indexing, and forecasting models.
Education:
- Bachelor of Engineering, Computer Engineering, Hacettepe University (2001)
- Master of Science, Computer Engineering, METU (2005)
- Doctor of Philosophy, Computer Engineering, METU (2018)
Research Interests:
- Machine Learning applications in healthcare forecasting and financial markets
- Advanced indexing techniques for multimedia databases (e.g., MM-FOOD structure)
- Natural language processing for stance detection in political discourse
- Hybrid forecasting models combining LSTM and Prophet algorithms
- Domain-specific NLP for product name extraction in Turkish text
Publications: His recent work emphasizes machine learning-driven solutions for complex systems, including pandemic modeling, cryptocurrency analysis, and conflict discourse analysis. His earlier contributions focused on multimedia indexing and image retrieval systems using MPEG-7 standards. The 2025 paper on OSINT architecture frameworks highlights his expanding focus on cybersecurity and system design.
Labs/Teams: While no specific lab is mentioned, his GitHub repositories (e.g., Forecasting, NLP projects) suggest active involvement in collaborative research projects related to his domains.
