Research output per year
Research output per year
Personal profile
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Dive into the research topics where Tufan Kumbasar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Back to the Future: Synergizing Fuzzy and Conventional Control
Metehan Gul, K. & Kumbasar, T., 2025, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 55, 2, p. 1413-1424 12 p.Research output: Contribution to journal › Article › peer-review
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Efficient homography estimation using a recursive algorithm with a mixture of weighted Gaussian kernels
Hashemzadeh, F. & Kumbasar, T., Jun 2025, In: Signal Processing. 231, 109882.Research output: Contribution to journal › Article › peer-review
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Expanding conformal prediction to system identification
Msaddi, S. & Kumbasar, T., Nov 2025, In: Pattern Recognition. 167, 111758.Research output: Contribution to journal › Article › peer-review
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Exploring Zadeh's General Type-2 Fuzzy Logic Systems for Uncertainty Quantification
Guven, Y., Koklu, A. & Kumbasar, T., 2025, In: IEEE Transactions on Fuzzy Systems. 33, 1, p. 314-324 11 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Fuzzy Logic Strikes Back: Fuzzy ODEs for Dynamic Modeling and Uncertainty Quantification
Guven, Y. & Kumbasar, T., 2025, (Accepted/In press) In: IEEE Transactions on Artificial Intelligence.Research output: Contribution to journal › Article › peer-review
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When fractional calculus meets robust learning: Adaptive robust loss functions
Kurucu, M. C., Güzelkaya, M., Eksin, I. & Kumbasar, T., 15 Mar 2025, In: Knowledge-Based Systems. 312, 113136.Research output: Contribution to journal › Article › peer-review
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A Novel Federated Learning Framework for System Identification
Kececi, E., Guzelkaya, M. & Kumbasar, T., 2024, 8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024. Institute of Electrical and Electronics Engineers Inc., (8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Projects
- 5 Finished
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Derin Öğrenme Yöntemleri ile Bulanık Sistemlerin Öğrenilmesi
Kumbasar, T. (PI)
29/09/23 → 29/03/24
Project: Research › SRP
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Genel Tip2 Bulanık Sistemler ile Güvenilir Belirsizlik Nicelleştirmeye ve Yüksek Hassasiyete Doğru Bir Öğrenme Yaklaşımı
Kumbasar, T. (PI)
17/05/23 → 17/11/23
Project: Research › SRP
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Derin Öğrenme Tabanlı Tip-2 Bulanık Sistemlerin Geliştirilmesi Ve Uygulanması
Kumbasar, T. (PI)
1/04/19 → 1/01/22
Project: Research › TUBITAK
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Kaçma Kovalama Oyunları için Akıllı Kontrol Sistemlerinin Geliştirilmesi
Kumbasar, T. (PI)
31/10/17 → 20/11/18
Project: Research › SRP