• 572 Citaties
20052020

Onderzoeksresultaten per jaar

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Persoonlijk profiel

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

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

  • 1 Soortgelijke profielen

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Onderzoeksoutput

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 mei 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. (redactie). Springer, blz. 428-442 15 blz. (Lecture Notes in Business Information Processing; vol. 387 LNBIP).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
  • 6 Downloads (Pure)

    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

  • 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. (redactie). Springer, blz. 114-127 14 blz. (Communications in Computer and Information Science; vol. 1239 CCIS).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer 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, blz. 714-724 11 blz.

    Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer 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. (redactie). Springer, blz. 289-300 12 blz. (Communications in Computer and Information Science; vol. 1237 CCIS).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

    Open Access
  • Activiteiten

    • 11 Congres
    • 5 Genodigd spreker
    • 3 Lidmaatschap van commissie
    • 2 Workshop, seminar, cursus of expositie

    Process Data and Computing with Words: A Neglected Opportunity?

    Anna M. Wilbik (Spreker)
    26 jun 2019

    Activiteit: Types gesprekken of presentatiesGenodigd sprekerWetenschappelijk

    2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019

    Anna M. Wilbik (Organisator)
    23 jun 201926 jun 2019

    Activiteit: Types deelname aan of organisatie van een evenementWorkshop, seminar, cursus of expositieWetenschappelijk

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

    Anna M. Wilbik (Spreker)
    27 feb 2019

    Activiteit: Types gesprekken of presentatiesGenodigd sprekerWetenschappelijk

    The Institute of Electrical and Electronics Engineering (IEEE) (Externe organisatie)

    Anna M. Wilbik (Voorzitter)
    1 jul 2018 → …

    Activiteit: Types lidmaatschapLidmaatschap van commissieWetenschappelijk

    2nd Workshop on Fuzzy Sets and Systems

    Anna M. Wilbik (Organisator)
    4 jun 20185 jun 2018

    Activiteit: Types deelname aan of organisatie van een evenementWorkshop, seminar, cursus of expositieWetenschappelijk

    Cursussen

    Knipsels

    Melvin Drent receives the Dow Chemical Master’s Thesis Award

    Tarkan Tan, Rob J.I. Basten & Anna M. Wilbik

    24/09/17

    1 item van Media-aandacht

    Pers / media: Vakinhoudelijk commentaar

    Scriptie

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

    Auteur: Kuiper, I., 30 jun 2016

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

    Scriptie/masterproef: Master

    Bestand

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

    Auteur: van Eck, M., 31 dec 2013

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

    Scriptie/masterproef: Master

    Bestand

    An approach to select redesign best practices

    Auteur: Bui, T., 30 apr 2016

    Begeleider: Wilbik, A. (Afstudeerdocent 1), Vanderfeesten, I. (Afstudeerdocent 2), Fahland, D. (Afstudeerdocent 2) & Rauto, S. (Externe persoon) (Externe coach)

    Scriptie/masterproef: Master

    Bestand