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Collaborations and top research areas from the last five years
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Enhancing Credit Risk Assessment with Federated Learning Through a Comparative Study
Aktaş, M., Halepmollası, R. A. & Töreyin, B. U., 2026, 8th EAI International Conference on Robotic Sensor Networks - EAI ROSENET 2024. Töreyin, B. U., Köse, H., Aydin, N., Melih Gül, Ö. & Nimer Kadry, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 15-31 17 p. (EAI/Springer Innovations in Communication and Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Time-Series Forecasting and Evaluation on City Sensing Data: Pedestrian and Microclimate Benchmarks
Altin, M., Cakir, A. & Toreyin, B. U., 2026, In: IEEE Access. 14, p. 22618-22629 12 p.Research output: Contribution to journal › Article › peer-review
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Who Is Smoking? A Frame Analysis-Based Cigarette Detection Framework for Offline Videos
Koyun, O. C., Keser, R. K. & Töreyin, B. U., 2026, 8th EAI International Conference on Robotic Sensor Networks - EAI ROSENET 2024. Töreyin, B. U., Köse, H., Aydin, N., Melih Gül, Ö. & Nimer Kadry, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 127-138 12 p. (EAI/Springer Innovations in Communication and Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Comparative Study of DDoS Attack Detection in Traditional Networks and SDN Using Time and Frequency Domain Features
Aksoy, E., Fouladi, R. F. & Toreyin, B. U., 2025, 2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025. Institute of Electrical and Electronics Engineers Inc., (2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Hybrid Hyperspectral Anomaly Detection via Robust Subspace Recovery and Laplacian Cauchy-Based Methods
Kaya, U., Toreyin, B. U. & Kucuk, F., 2025, 2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025. Institute of Electrical and Electronics Engineers Inc., (2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Restoration and Enhancement of Historical Manuscript Images Using Diffusion Model
Işik, B. & Töreyin, B. U., 2025, 35th IEEE International Workshop on Machine Learning for Signal Processing: Signal Processing in the Age of Lorge Language Models, MLSP 2025. IEEE Computer Society, (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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SAM2 ile Tens r Ayri stirma Tabanli rneksiz Imge B l tleme Kullanarak Manyetik Zenginle stirme Sirasinda Metalik Nikel Cevherine Ait Mikroskobik Verilerin Analizi
Translated title of the contribution :Analysis of Microscopic Data on the Behavior of Metallic Nickel Ore During Magnetic Enrichment Using SAM2 and Tensor Decomposition-Based Zero-Shot Image Segmentation Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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QKREDİT Quantum Makine Öğrenmesi ve Dijital İkiz ile Geliştirilmiş Karayolu Taşımacılığında Karbon KREDİsi Ticareti
Töreyin, B. U. (PI)
11/03/24 → 11/03/27
Project: Research › SRP
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Hesaplamalı Zekâ için İşaret İşleme Araştırma Grubunun Güçlendirilmesi
Töreyin, B. U. (PI)
27/12/24 → 29/12/25
Project: Research › SRP
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Canlı Kanal Yayınlarında Dudak – Konuşma Eşzamanlılık Hatasının Bilgisayarlı Görü ve Makine Öğrenmesi Teknikleriyle Tespiti
Töreyin, B. U. (PI)
18/10/23 → 1/07/24
Project: Research › TTO
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Hesaplamalı Zekâ için İşaret İşleme Alanında Uluslararası İşbirliği Potansiyelinin Artırılması
Töreyin, B. U. (PI)
28/08/23 → 28/08/24
Project: Research › SRP
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Raman Spektroskopi Literatür Taraması ve Tespit Algoritması Geliştirme Projesi
Töreyin, B. U. (PI)
15/09/22 → 15/12/23
Project: Research › TTO
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Çevrim dışı Video Verisinde Sigara İçilen Sahnelerin Tespiti Projesi
Töreyin, B. U. (PI)
1/04/22 → 30/09/22
Project: Research › TTO
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Videonun Sıkıştırılmış Ortamda Anlamlandırılması
Töreyin, B. U. (PI)
15/11/21 → 15/11/23
Project: Research › TUBITAK
Prizes
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Girişimci ve Yenilikçi Bitirme Tasarım Projesi (BTP) Yarışması
Töreyin, B. U. (Recipient), 1 Jun 2016
Prize
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