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Faik Boray Tek

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Faik Boray Tek

Docent

 https://orcid.org/0000-0002-8649-6013

  • İTÜ Ayazağa Kampüsü

    34000 Istanbul

    Turkey

20022026

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  • Alzheimer-OCT Veri Kümesi ve Derin Ö?grenme ile Alzheimer Hastali?gi Tespiti

    Translated title of the contribution: Alzheimer-OCT Dataset and Detection of Alzheimer's Disease using Deep LearningSahin, B., Turkan, Y., Arpaci, F., Arslan, O., Tunc, S. D., Kaplan, G., Toslak, D., Bulut, M., Yaman, A. & Tek, F. B., 2026, SIU 2026 - 34th Signal Processing and Communications Applications Conference, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (SIU 2026 - 34th Signal Processing and Communications Applications Conference, Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • A Turkish Biology Dataset and LLM Model

    Hussein, A. A. M., Celik, O. & Tek, F. B., 2026, SIU 2026 - 34th Signal Processing and Communications Applications Conference, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (SIU 2026 - 34th Signal Processing and Communications Applications Conference, Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Metinden Konuşma Sentezleme Modellerinin Türkçe Konuşma Verileri ile Ince Ayarlanmasi

    Translated title of the contribution: Fine-Tuning Text-to-Speech Models with Turkish Speech DataÇakmak, H. A., Arar, K. & Tek, F. B., 2026, SIU 2026 - 34th Signal Processing and Communications Applications Conference, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (SIU 2026 - 34th Signal Processing and Communications Applications Conference, Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • MoAF-SQL: A Feedback-Driven Mixture-of-Agents Approach for Text-to-SQL

    Kanburoğlu, A. B. & Tek, F. B., 2026, Artificial Intelligence Powered Ethical Systems, Generative Intelligence, and Societal Futures. Chowdhury, S., Panigrahi, A. & Pati, A. (eds.). Springer Nature, p. 123-129 7 p. (Advances in Science, Technology and Innovation).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Stochastic Covariance Regularization for Imbalanced Datasets

    Erdem, A. & Tek, F. B., 2026, Artificial Neural Networks and Machine Learning – ICANN 2025 - 34th International Conference on Artificial Neural Networks, 2025, Proceedings. Senn, W., Sanguineti, M., Saudargiene, A., Tetko, I. V., Villa, A. E. P., Jirsa, V. & Bengio, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 128-140 13 p. (Lecture Notes in Computer Science; vol. 16068 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Adaptive locally connected recurrent unit (ALCRU)

    Özçelik, Ş. T. & Tek, F. B., Sept 2025, In: International Journal of Machine Learning and Cybernetics. 16, 9, p. 6903-6914 12 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • Retinal Disease Classification from Bimodal OCT and OCTA Using a CNN-ViT Hybrid Architecture

    Aydin, Ö. F., Boray Tek, F. & Turkan, Y., 2025, In: International Conference on Computer Science and Engineering, UBMK. 2025, p. 260-264 5 p.

    Research output: Contribution to journal › Conference article › peer-review

    1 Citation (Scopus)
View all 48 research outputs