Projecten per jaar
Persoonlijk profiel
Research profile
Uzay Kaymak is a Full Professor and Chair of Information Systems in Health Care at Eindhoven University of Technology (TU/e). His research focuses on intelligent decision support systems, data and process mining and computational modeling methods. He has worked on the development of computational intelligence methods for decision models in which linguistic information, represented either as declarative linguistic rules derived from experts or obtained through natural language processing, is combined with numerical information extracted from data by computational and machine learning methods. Fuzzy set theory is at the basis of such models. The resulting (adaptive) decision support systems have been used in various fields such as financial decision-making, economic analysis and clinical decision support.
Academic background
Uzay Kaymak received his MSc in electrical engineering (1992), Chartered Designer Degree in information technology (1995), and PhD in control engineering (1998) from Delft University of Technology. He has held various positions at Shell International Exploration and Production, Erasmus University Rotterdam, the Netherlands, and Salford University in United He has (co)-authored more than 250 scientific publications in the fields of intelligent systems, computerized decision support and computational intelligence. Uzay is a board member of the TU/e Clinical Informatics study program (two-year post-master PDEng study) and a member of the program and/or organization committee of multiple international conferences. He also holds a visiting professor position at the Zhejiang University, China.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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SmartDATA, ICT for a connected world
Calzone, R. (Project Manager), Hronsky, R. (Projectmedewerker), Provodin, D. (Projectmedewerker) & Kaymak, U. (Projectmedewerker)
1/01/20 → 31/12/25
Project: Third tier
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DMCoach: DMCoach
IJsselsteijn, W. A. (Projectmedewerker), Van Gorp, P. (Project Manager) & Kaymak, U. (Contactpersoon facturen)
1/01/19 → 31/12/19
Project: Onderzoek direct
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GOAL: Gamification for Overweight prevention and Active Lifestyle (GOAL)
Van Gorp, P. (Project Manager), Nuijten, R. C. Y. (Projectmedewerker), Kaymak, U. (Projectmedewerker), Le Blanc, P. M. (Contactpersoon facturen), Kemperman, A. D. A. M. (Contactpersoon facturen) & van den Berg, P. E. W. (Contactpersoon facturen)
1/02/18 → 31/10/21
Project: Onderzoek direct
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Eurostars E! 11582 PADS (Programmatic Advertising Decision System)
Kaymak, U. (Project Manager) & Refaei Afshar, R. (Projectmedewerker)
1/10/17 → 28/02/22
Project: Onderzoek direct
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15024-A1501 GameBus
Van Gorp, P. (Project Manager) & Kaymak, U. (Project deelnemer)
1/01/15 → 31/12/15
Project: Onderzoek direct
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An Interpretability-Driven Fuzzy Modeling Methodology for Personalized Meal Detection
De Carvalho, D. F., Kaymak, U., Van Gorp, P. & Van Riel, N., 5 aug. 2024, 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024. Institute of Electrical and Electronics Engineers, 8 blz. 10611914Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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External validation of the Advanced Alert Monitor (AAM) in a Dutch Hospital
Bakkes, T., de Bie Dekker, A., van der Stam, J., Kaymak, U., Mischi, M., Bouwman, A. & Turco, S., 29 jul. 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 5 blz. 10596888Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
1 Downloads (Pure) -
Re-ordered fuzzy conformance checking for uncertain clinical records
Zhang, S., Genga, L., Dekker, L., Nie, H., Lu, X. (Corresponding author), Duan, H. & Kaymak, U., jan. 2024, In: Journal of Biomedical Informatics. 149, 15 blz., 104566.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand29 Downloads (Pure) -
Topic Specificity: a Descriptive Metric for Algorithm Selection and Finding the Right Number of Topics
Rijcken, E. (Corresponding author), Zervanou, K., Mosteiro, P., Scheepers, F., Spruit, M. & Kaymak, U., sep. 2024, In: Natural Language Processing Journal. 8, 8 blz., 100082.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand41 Downloads (Pure) -
An Automated Deep Reinforcement Learning Pipeline for Dynamic Pricing
Refaei Afshar, R. (Corresponding author), Rhuggenaath, J., Zhang, Y. & Kaymak, U., 1 jun. 2023, In: IEEE Transactions on Artificial Intelligence. 4, 3, blz. 428-437 10 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand5 Citaten (Scopus)329 Downloads (Pure)
Prijzen
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Best Industrial Paper Award
van Leeuwen, H. (Ontvanger), Zhang, Y. (Ontvanger), Zervanou, K. (Ontvanger), Mullick, S. (Ontvanger), Kaymak, U. (Ontvanger) & de Ruijter, T. (Ontvanger), 2020
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best Student Paper Award
Refaei Afshar, R. (Ontvanger), Zhang, Y. (Ontvanger), Firat, M. (Ontvanger) & Kaymak, U. (Ontvanger), 21 feb. 2019
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Bestand
Activiteiten
- 2 Aangemelde presentatie
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Inaugural speech, Rotterdam: Erasmus Universiteit
Kaymak, U. (Spreker)
6 mrt. 2009Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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ERIM Conference, 2001-11-16, Rotterdam
Kaymak, U. (Spreker)
16 nov. 2001Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
Cursussen
Knipsels
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-Eindhoven University of Technology: Big data in the clinical laboratory: a win-win situation
Boer, A.-K., Scharnhorst, V. & Kaymak, U.
13/04/21
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar