• 2944 Citations
19982020

Research output per year

If you made any changes in Pure these will be visible here soon.

Personal profile

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.

Fingerprint Dive into the research topics where Uzay Kaymak is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 3 Similar Profiles

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects

Research Output

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. (eds.). p. 387-401 15 p. (Communications in Computer and Information Science; vol. 1237 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • A robust inner ensemble sequential feature selection method

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

    Research output: Working paperAcademic

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

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

    Research output: Contribution to conferencePaperAcademic

    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 p., 2004.12117.

    Research output: Contribution to journalArticleAcademic

    Open Access
    File
  • 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. (eds.). p. 653-666 14 p. (Communications in Computer and Information Science; vol. 1237 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
  • 10 Downloads (Pure)

    Prizes

    Best Industrial Paper Award

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

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

    Best Student Paper Award

    Reza Refaei Afshar (Recipient), Yingqian Zhang (Recipient), Murat Firat (Recipient) & Uzay Kaymak (Recipient), 21 Feb 2019

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

    File
  • Activities

    • 2 Contributed talk

    Inaugural speech, Rotterdam: Erasmus Universiteit

    Uzay Kaymak (Speaker)
    6 Mar 2009

    Activity: Talk or presentation typesContributed talkScientific

    ERIM Conference, 2001-11-16, Rotterdam

    Uzay Kaymak (Speaker)
    16 Nov 2001

    Activity: Talk or presentation typesContributed talkScientific

    Courses

    Press / Media

    Student theses

    Achieving more accurate truck warning lights by descriptive and predictive analytics

    Author: van de Donk, W., 31 May 2019

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

    Student thesis: Master

    File

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

    Author: Zamora, G., 30 Jun 2017

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

    Student thesis: Master

    File

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

    Author: Wang, X., 30 Nov 2012

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

    Student thesis: Master

    File

    A data-driven approach for generating insights into software development

    Author: Rexhepi, N., 25 Sep 2017

    Supervisor: Kaymak, U. (Supervisor 1), Wilbik, A. (Supervisor 2), Serebrenik, A. (Supervisor 2), Geritz, E. (External person) (External coach) & Kabel, M. (External person) (External coach)

    Student thesis: Master

    File

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

    Author: Kleinloog, T., 31 Dec 2015

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

    Student thesis: Master

    File