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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

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

  • 3 Similar Profiles
Linguistics Engineering & Materials Science
Time series Engineering & Materials Science
Membership functions Engineering & Materials Science
Quantifiers Mathematics
Fuzzy inference Engineering & Materials Science
Summarization Mathematics
Vitamins Engineering & Materials Science
Travel time Engineering & Materials Science

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

Research Output 2005 2020

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

Bariatrics
Comorbidity
Biomarkers
Health
Ambulatory Surgical Procedures
1 Citation (Scopus)
63 Downloads (Pure)

Determining capacity of shunting yards by combining graph classification with local search

van de Ven, A. J. G., Zhang, Y., Lee, W-J., Eshuis, H. & Wilbik, A. M., 2019, 11th International Conference on Agents and Artificial Intelligence (ICAART 2019). Steels, L., van den Herik, J. & Rocha, A. (eds.). SCITEPRESS-Science and Technology Publications, Lda., Vol. 2. p. 285-293 9 p.

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

Open Access
File
Learning systems
Simulators
Industrial applications
Neural networks
Planning
6 Downloads (Pure)

The understanding of the quantifiers 'many' and 'most'

Fuchs, C., Vlooswijk, E., Kaymak, U. & Wilbik, A., 28 Jan 2019, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Piscataway: Institute of Electrical and Electronics Engineers, p. 189-195 7 p. 8628821

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

Membership functions
Quantifiers
Linguistics
Railroad cars
Students

Towards a better understanding of the linguistic quantifiers `many' and `most'

Fuchs, C., Vlooswijk, E. A. G., Wilbik, A. & Kaymak, U., 2019.

Research output: Contribution to conferencePaperAcademic

7 Downloads (Pure)

Transport accessibility of Warsaw: a case study

Móscicka, A., Pokonieczny, K., Wilbik, A. & Wabínski, J., 1 Oct 2019, In : Sustainability (Switzerland). 11, 19, 21 p., 5536.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
accessibility
Travel time
travel
travel time
public transportation

Activities 2016 2019

  • 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