• 2937 Citaties
19982020

Onderzoeksresultaten per jaar

Als u wijzigingen in Pure hebt gemaakt, zullen deze hier binnenkort zichtbaar zijn.

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.

Vingerafdruk Verdiep u in de onderzoeksgebieden waarop Uzay Kaymak actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.

  • 3 Soortgelijke profielen

Netwerk Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.

Projecten

Onderzoeksoutput

A Graph Theory Approach to Fuzzy Rule Base Simplification

Fuchs, C. E. M., Spolaor, S., Nobile, M. S. & Kaymak, U., 15 jun 2020, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Proceedings. Lesot, M-J., Vieira, S., Reformat, M. Z., Carvalho, J. P., Wilbik, A., Bouchon-Meunier, B. & Yager, R. R. (redactie). blz. 387-401 15 blz. (Communications in Computer and Information Science; vol. 1237 CCIS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

  • A robust inner ensemble sequential feature selection method

    Chen, P., Wilbik, A. M., Lu, X., Duan, H. & Kaymak, U., 5 mrt 2020, (In voorbereiding).

    Onderzoeksoutput: WerkdocumentAcademic

  • A Smartphone-Based Clinical Decision Support System for Tremor Assessment

    Zamora, G., Fuchs, C. E. M., Degeneffe, A., Kubben, P. & Kaymak, U., 2020, (Geaccepteerd/In druk).

    Onderzoeksoutput: Bijdrage aan congresPaperAcademic

    A state aggregation approach for solving knapsack problem with Deep Reinforcement Learning

    Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 25 apr 2020, In : arXiv. 17 blz., 2004.12117.

    Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademic

    Open Access
    Bestand
  • 7 Downloads (Pure)

    Dynamic pricing using Thompson Sampling with fuzzy events

    Rhuggenaath, J., de O. da Costa, P. R., Zhang, Y., Akcay, A. & Kaymak, U., 15 jun 2020, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Proceedings. Lesot, M-J., Vieira, S., Reformat, M. Z., Carvalho, J. P., Wilbik, A., Bouchon-Meunier, B. & Yager, R. R. (redactie). blz. 653-666 14 blz. (Communications in Computer and Information Science; vol. 1237 CCIS).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

    Open Access
    Bestand
  • 10 Downloads (Pure)

    Prijzen

    Best Industrial Paper Award

    Herbert van Leeuwen (Ontvanger), Yingqian Zhang (Ontvanger), Kalliopi Zervanou (Ontvanger), Shantanu Mullick (Ontvanger), Uzay Kaymak (Ontvanger) & Tom de Ruijter (Ontvanger), 2020

    Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

    Best Student Paper Award

    Reza Refaei Afshar (Ontvanger), Yingqian Zhang (Ontvanger), Murat Firat (Ontvanger) & Uzay Kaymak (Ontvanger), 21 feb 2019

    Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

    Bestand
  • Activiteiten

    • 2 Aangemelde presentatie

    Inaugural speech, Rotterdam: Erasmus Universiteit

    Uzay Kaymak (Spreker)
    6 mrt 2009

    Activiteit: Types gesprekken of presentatiesAangemelde presentatieWetenschappelijk

    ERIM Conference, 2001-11-16, Rotterdam

    Uzay Kaymak (Spreker)
    16 nov 2001

    Activiteit: Types gesprekken of presentatiesAangemelde presentatieWetenschappelijk

    Cursussen

    Knipsels

    TU/e starts joint research institute with Zhejiang University

    Jun Hu, Uzay Kaymak & Yuqing Jiao

    2/12/19

    1 item van Media-aandacht

    Pers / media: Vakinhoudelijk commentaar

    2015 IEEE international conference on fuzzy systems (FUZZ-IEEE 2015)

    U. Kaymak

    9/07/14

    1 item van Media-aandacht

    Pers / media: Vakinhoudelijk commentaar

    IEEE world congress on computational intelligence (WCCI 2016)

    U. Kaymak

    9/07/14

    1 item van Media-aandacht

    Pers / media: Vakinhoudelijk commentaar

    Scriptie

    Achieving more accurate truck warning lights by descriptive and predictive analytics

    Auteur: van de Donk, W., 31 mei 2019

    Begeleider: Zhang, Y. (Afstudeerdocent 1), Kaymak, U. (Afstudeerdocent 2) & Zervanou, K. (Afstudeerdocent 2)

    Scriptie/masterproef: Master

    Bestand

    A clinical decision support system by using wrist-worn smartphone tremor measurements: at the Maastricht University Medical Center

    Auteur: Zamora, G., 30 jun 2017

    Begeleider: Kaymak, U. (Afstudeerdocent 1), Wilbik, A. (Afstudeerdocent 2) & Van Gorp, P. (Afstudeerdocent 2)

    Scriptie/masterproef: Master

    Bestand

    A comparison of workflow management systems and clinical decision support systems in supporting clinical processes

    Auteur: Wang, X., 30 nov 2012

    Begeleider: Kaymak, U. (Afstudeerdocent 1) & Reijers, H. (Afstudeerdocent 2)

    Scriptie/masterproef: Master

    Bestand

    A data-driven approach for generating insights into software development

    Auteur: Rexhepi, N., 25 sep 2017

    Begeleider: Kaymak, U. (Afstudeerdocent 1), Wilbik, A. (Afstudeerdocent 2), Serebrenik, A. (Afstudeerdocent 2), Geritz, E. (Externe persoon) (Externe coach) & Kabel, M. (Externe persoon) (Externe coach)

    Scriptie/masterproef: Master

    Bestand

    A data driven approach to evaluate guidelines for non-melanoma skin cancers (NMSCs)

    Auteur: Kleinloog, T., 31 dec 2015

    Begeleider: Kaymak, U. (Afstudeerdocent 1) & Van Gorp, P. (Afstudeerdocent 2)

    Scriptie/masterproef: Master

    Bestand