Research output per year
Research output per year
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Dive into the research topics where Müjde Güzelkaya 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
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A state alignment-centric approach to federated system identification: The FedAlign framework
Keçeci, E., Güzelkaya, M. & Kumbasar, T., Dec 2025, In: Applied Soft Computing. 184, 113800.Research output: Contribution to journal › Article › peer-review
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FedAlign: Federated Learning with State Alignment for System Identification
Keçeci, E., Güzelkaya, M. & Kumbasar, T., 2025, 2025 International Conference on Control, Automation and Diagnosis, ICCAD 2025. Institute of Electrical and Electronics Engineers Inc., (2025 International Conference on Control, Automation and Diagnosis, ICCAD 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Normalized acceleration based online tuning of variable-order fractional derivatives: a case study on quadcopter position control
Kurucu, M. C., Eksin, I. & Güzelkaya, M., 2025, In: International Journal of Systems Science. 56, 7, p. 1413-1428 16 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Torque Vectoring Control with Gain Scheduling PID During Cornering Maneuvers for Electrical Vehicles
Sezgin, E., Guzelkaya, M. & Yumuk, E., 2025, 2025 33rd Mediterranean Conference on Control and Automation, MED 2025. Aitouche, A., Mehdi, D., Abnes, D., Adouane, L., Bachir, S., Basset, M., Belikov, J., Benzaouia, A., Berenguel, M., Bezzo, N., Biagiotti, L., Bonfe, M., Bosche, J., Boukerdja, M., Carli, R., Casavola, A., Cavone, G., Chaabane, M., Chong, M., Cocquempot, V., Como, G., D'Amato, E., De Iuliis, V., Deliparaschos, K., Dieulot, J.-Y., Doitsidis, L., Dotoli, M., Eren, T., Fabri, S. G., Fagiolini, A., Farza, M., Ferreira, A., Fortino, G., Freddi, A., Galeani, S., Gassara, H., Ghanes, M., Giarre', L., Goncalves, J. M., Hayani Mechkouri, M., Ichim, L., Joubert, E., Kamal, E., Khammash, M., Kharratt, M., Kobi, A., Kuzmych, O., Kyriakopoulos, K. J., Ladaci, S., Lakhal, O., Laleg, T.-M., Liarokapis, M., Marzat, J., Medjaher, K., Mercorelli, P., Monteriu, A., Noura, H., Olteanu, S. C., Orjuela, R., Palmor, Z. J., Papadopoulos, E., Papanikolopoulos, N., Popescu, D., Prandini, M., Puig, V., Abdelhamid, R., Reppa, V., Rudolph, J., Sala, A., Scarabaggio, P., Scaradozzi, D., Schenato, L., Schulte, H., Sename, O., Shan, J., Silano, G., Stefanovic, M., Stoican, F., Tadeo, F., Tebaldi, D., Theilliol, D., Torres, L., Tzafestas, C., Varagnolo, D., Verginis, C., Visioli, A., Wang, H., Witczak, M., Yu, X., Zasadzinski, M., Zattoni, E., Zhang, Y. & Zolotas, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 19-24 6 p. (2025 33rd Mediterranean Conference on Control and Automation, MED 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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
3 Citations (Scopus) -
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
4 Citations (Scopus) -
Bi-fractional-order reference model parameters-based control system design
Keçeci, E., Yumuk, E., Güzelkaya, M. & Eksin, İ., Feb 2024, In: Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering. 238, 2, p. 304-314 11 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
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Federe Öğrenme Tabanlı Sistem Tanıma ve Belirsizlik Nicelemesi
Güzelkaya, M. (PI)
22/05/25 → 24/05/27
Project: Research › SRP
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Intelligent Systems and Fractional Order Controller Design
Güzelkaya, M. (PI)
18/04/23 → 20/04/26
Project: Research › SRP
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Robust and Adaptive Loss Functions Using Fractional Calculus
Güzelkaya, M. (PI)
20/09/24 → 20/09/25
Project: Research › SRP
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Kesirli Mertebe Sistemler için Kontrolör Tasarımı
Güzelkaya, M. (PI)
21/05/18 → 21/11/21
Project: Research › SRP