A list of publications where I’m a (co-)author is demonstrated below. The list is sorted by publication date descendingly. Also, publications fall into the categories: peer-reviewed conference proceedings [conf], peer-reviewed journal articles indexed by sci or sci-expanded [jour], dissertation [diss], or miscellaneous [misc] such as preprints.
2023:
- [misc] Sefik Ilkin Serengil, Alper Ozpinar. An Evaluation of SQL and NoSQL Databases for Facial Recognition Pipelines. Preprint, Cambridge Open Engage, February 21, 2023. doi
2022:
- [jour] Sefik Ilkin Serengil, Salih Imece, Ugur Gurkan Tosun, Ege Berk Buyukbas, Bilge Koroglu. A Comparative Study of Machine Learning Approaches for Non Performing Loan Prediction with Explainability. International Journal of Machine Learning and Computing, Vol 12-5, pp. 208-214, 2022. doi pdf
2021:
- [conf] Sefik Ilkin Serengil, Alper Ozpinar. HyperExtended LightFace: A Facial Attribute Analysis Framework. 2021 International Conference on Engineering and Emerging Technologies (ICEET). IEEE, pp. 1-4, Istanbul, Turkey, October 27-28, 2021. doi
- [misc] Sefik Ilkin Serengil. ChefBoost: A Lightweight Boosted Decision Tree Framework. Preprint, Zenodo, October 18, 2021. doi pdf
- [conf] Sefik Ilkin Serengil, Salih Imece, Ugur Gurkan Tosun, Ege Berk Buyukbas, Bilge Koroglu. A Comparative Study of Machine Learning Approaches for Non Performing Loan Prediction. 6th International Conference on Computer Science and Engineering (UBMK). IEEE, pp. 326 – 331, Ankara, Turkey, September 15-17, 2021. doi
2020:
- [conf] Sefik Ilkin Serengil, Alper Ozpinar. LightFace: A Hybrid Deep Face Recognition Framework. 2020 Innovations in Intelligent Systems and Applications Conference (ASYU). IEEE, pp. 23 – 27, Istanbul, Turkey, October 15-17, 2020. doi
2019:
- [jour] Sefik Ilkin Serengil, Alper Ozpinar. ATM Cash Flow Prediction and Replenishment Optimization with ANN. International Journal of Engineering Research and Development, Vol 11-1, pp. 402-408, 2019. doi pdf
2017:
- [jour] Sefik Ilkin Serengil, Alper Ozpinar. Workforce Optimization for Bank Operation Centers: A Machine Learning Approach. International Journal of Interactive Multimedia and Artificial Intelligence, Vol 4-6, pp. 81-87, 2017. doi pdf
2016:
- [jour] Sefik Ilkin Serengil, Alper Ozpinar. The Classification of Workforce Requirement Planning for Service Oriented Operations. International Journal on Recent and Innovation Trends in Computing and Communication, Vol. 4-12, pp. 152-158, 2016. pdf
- [conf] Sefik Ilkin Serengil, Alper Ozpinar. Planning Workforce Management for Bank Operation Centers with Neural Networks. Proceedings of the 15th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Databases, pp.184-188, Venice, Italy, January 29-31, 2016. pdf
2011:
- [diss] Sefik Ilkin Serengil. Attacking Turkish Texts Encrypted by Homophonic Cipher. MSc thesis, Galatasaray University, 2011. pdf
- [conf] Sefik Ilkin Serengil, Murat Akin. Attacking Turkish Texts Encrypted by Homophonic Cipher. Proceedings of the 10th WSEAS International Conference on Electronics, Hardware, Wireless and Optical Communications, pp.123-126, Cambridge, UK, February 20-22, 2011. pdf
Repositories
