Refereed Journal Articles

1. Erkan, M.A., Yozgatlıgil, C. (2026). Sustainable Science Mapping: Benchmarking Green AI against Transformers for Cross-Disciplinary Abstract Classification Using arXiv. Scientific Reports. https://doi.org/10.1038/s41598-026-48795-7
2. Deveci, A., Erkan, M.A., Medeni, İ.T., Medeni, T.D., Uzkafalı, A., Özkan, A. (2026). Enhancing IDS Through Multi-Objective Optimization: A Focus on Attack Graph under Worst-Parent Attack. Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering, 68(1), 92–109.
3. Deveci, A., Erkan, M.A., Medeni, İ.T., Medeni, T.D. (2026). A Novel Framework for Next Word Prediction Using Long Short-Term Memory Networks. Dokuz Eylul University Faculty of Engineering Journal of Science and Engineering, 28(82), 113–120. https://doi.org/10.21205/deufmd.2026288215
4. Yücesan, E., Erkan, M.A., Deveci, A., Medeni, İ.T. (2024). Bekenbey AI: Innovative Solutions at the Intersection of Deep Learning and Law. Journal of Engineering Faculty, 2(2), 185–192.

Datasets and Software

• Erkan, M.A., Yozgatlıgil, C. (2026). TurkishLegalBench: A Comprehensive Multi-Task Benchmark Suite for Turkish Legal NLP. Research dataset and evaluation code. Dataset · Code

Refereed Conference Papers

• Deveci, A., Erkan, M.A., Medeni, İ.T., Medeni, T.D. (2025). Innovative Approaches to High-Energy Gamma Particle Classification: A Coevolutionary Artificial Neural Network for Cherenkov Telescopes. Proceedings of CAIAC, 25, 37.

Preprints

• Erkan, M.A., Koçak, H.E. (2025). Perceptions of the Metaverse at the Peak of the Hype Cycle: A Cross-Sectional Study Among Turkish University Students. arXiv:2512.17750. arXiv