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Education:
- M.Sc.: Department of Statistics, Middle East Technical University, Turkey, 2023 - 2025
- B.Sc.: Department of Statistics, Middle East Technical University, Turkey, 2019 - 2023
Research Interests:
- Machine Learning
- Statistical Consulting
- Psychometrics
- Deep Learning
- Text Mining
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Educational Statistics
Assisted Courses / Laboratories:
Selected Publications:
Yucesan E, Erkan MA, Deveci A, Medeni IT (2024) Bekenbey AI: Innovative Solutions at the Intersection of Deep Learning and Law, Journal of Engineering Faculty, 2(2): 185-192
Deveci A, Erkan MA, Medeni IT (2025) A Novel Framework for Next Word Prediction Using Long Short-Term Memory Networks, Dokuz Eylul University Faculty of Engineering Journal of Science and Engineering (In Production)
Erkan MA, Koçak, H.E (2025) Perceptions of the Metaverse at the Peak of the Hype Cycle: A Cross-Sectional Study Among Turkish University Students. arXiv preprint arXiv:2512.17750
Deveci, A., Erkan, MA, Medeni, IT, Medeni, TD. (2025) Innovative Approaches to High-Energy Gamma Particle Classification: A Coevolutionary Artificial Neural Network for Cherenkov Telescopes. In Proceedings of CAIAC, Vol. 25, p. 37.
Erkan, MA., Yozgatlıgil C. (2025) Sustainable Science Mapping: Benchmarking Green AI against Transformers for Cross-Disciplinary Abstract Classification using arXiv. (Under review)
Academic and Professional Experience:
- Research Assistant in the Department of Statistics, Middle East Technical University, Turkey, December 2023 - Present
- Project Intern, Presidency of the Republic of Türkiye Human Resources Office, May-July 2023
- Data Science Intern at Yapı Kredi, July-September 2022
Thesis:
M. A. Erkan, Turkish Legal NLP: A Comprehensive AI Framework for Legal Document Understanding, Summarization, and Retrieval-Augmented Generation, MSc. Thesis. Under the supervision of Yozgatlıgil C.
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