• 569 Citations
20052020

Research output per year

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Personal profile

Research profile

Anna Wilbik is an Assistant Professor in the Information Systems Group of the Department of Industrial Engineering and Innovation Sciences at Eindhoven University of Technology (TU/e). Her areas of expertise include artificial intelligence, information systems and databases, business intelligence, data mining, and machine learning.

Anna’s research interests are focused especially on linguistic summaries and computing with words. Data analysis methods use numbers, figures or mathematical equations to show data, decision recommendations and patterns. Yet for a human, the natural way of communication is natural language: words, not numbers or figures. This causes a gap between the meaning of data and human understanding. Anna is working to close this gap.

She is especially interested in the application of these research areas in the business domains of healthcare and agri-food, as well as for business process analysis in general.

Academic background

Anna Wilbik received her PhD in Computer Science from the Systems Research Institute, Polish Academy of Science, Warsaw, Poland, in 2010. She also holds an MSc in Computer Science (with honors) from Warsaw University of Technology. Anna is an alumnus of the Stanford University TOP500 Innovators: Science - Management - Commercialization Program. In 2011, she was a Post-doctoral Fellow with the Department of Electrical and Computer Engineering, University of Missouri, Columbia, USA.

Anna has previously held positions at the Faculty of Mathematics and Information Science at Warsaw University of Technology and at the Warsaw School of Information Technology and translated several academic books for PWN Polish Scientific Publishers. She has published over 50 papers in international journals and conferences and was part of organization of a few conferences in the area of IT and computational intelligence. Anna is also chair of the IEEE CIS task force on Linguistic Summaries and Description of Data.

Quote

My aim is to build the bridge between the meaning of data and human understanding - applied in business decision making

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Research Output

A Formal Basis for Business Model Evaluation with Linguistic Summaries: (Work-in-progress paper)

Gilsing, R. A. M., Wilbik, A. M., Grefen, P. W. P. J., Türetken, O. & Ozkan, B., 29 May 2020, Enterprise, Business-Process and Information Systems Modeling - 21st International Conference, BPMDS 2020, 25th International Conference, EMMSAD 2020, Held at CAiSE 2020, Proceedings. Nurcan, S., Reinhartz-Berger, I., Soffer, P. & Zdravkovic, J. (eds.). Springer, p. 428-442 15 p. (Lecture Notes in Business Information Processing; vol. 387 LNBIP).

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

Open Access
File
  • 4 Downloads (Pure)

    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

  • Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms

    Murray, B. J., Anderson, D. T., Havens, T. C., Wilkin, T. & Wilbik, A., 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.). Springer, p. 114-127 14 p. (Communications in Computer and Information Science; vol. 1239 CCIS).

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

    Open Access
  • Metabolic Health Index (MHI): assessment of comorbidity in bariatric patients based on biomarkers

    van Loon, S. L. M., Deneer, R., Nienhuijs, S. W., Wilbik, A., Kaymak, U., van Riel, N., Scharnhorst, V. & Boer, A-K., 1 Feb 2020, In : Obesity Surgery. 30, 2, p. 714-724 11 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  • On Relevance of Linguistic Summaries – A Case Study from the Agro-Food Domain

    Wilbik, A., Barreto, D. & Backus, G., 1 Jan 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.). Springer, p. 289-300 12 p. (Communications in Computer and Information Science; vol. 1237 CCIS).

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

    Open Access
  • Activities

    • 11 Conference
    • 5 Invited talk
    • 3 Membership of committee
    • 2 Workshop, seminar, course or exhibition

    Process Data and Computing with Words: A Neglected Opportunity?

    Anna M. Wilbik (Speaker)
    26 Jun 2019

    Activity: Talk or presentation typesInvited talkScientific

    2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019

    Anna M. Wilbik (Organiser)
    23 Jun 201926 Jun 2019

    Activity: Participating in or organising an event typesWorkshop, seminar, course or exhibitionScientific

    The explainability challenge in descriptive analytics: do we understand the data?

    Anna M. Wilbik (Speaker)
    27 Feb 2019

    Activity: Talk or presentation typesInvited talkScientific

    IEEE (External organisation)

    Anna M. Wilbik (Chair)
    1 Jul 2018 → …

    Activity: Membership typesMembership of committeeScientific

    2nd Workshop on Fuzzy Sets and Systems

    Anna M. Wilbik (Organiser)
    4 Jun 20185 Jun 2018

    Activity: Participating in or organising an event typesWorkshop, seminar, course or exhibitionScientific

    Courses

    Press / Media

    Student theses

    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 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 and improve the protocol for strict glucose control in the Intensive Care Unit

    Author: Kuiper, I., 30 Jun 2016

    Supervisor: Wilbik, A. (Supervisor 1) & Vanderfeesten, I. (Supervisor 2)

    Student thesis: Master

    File

    Alignment-based process model repair and its application to the evolutionary tree miner

    Author: van Eck, M., 31 Dec 2013

    Supervisor: van Dongen, B. (Supervisor 1), Fletcher, G. (Supervisor 2) & Wilbik, A. (Supervisor 2)

    Student thesis: Master

    File

    An approach to select redesign best practices

    Author: Bui, T., 30 Apr 2016

    Supervisor: Wilbik, A. (Supervisor 1), Vanderfeesten, I. (Supervisor 2), Fahland, D. (Supervisor 2) & Rauto, S. (External person) (External coach)

    Student thesis: Master

    File