Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Application of Hesitant Fuzzy Sets to classification of uncertain data

2016/21/N/ST6/00316

Keywords:

Hesitant Fuzzy Sets classification uncertain data incomplete data similarity measures

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Uniwersytet im. Adama Mickiewicza w Poznaniu, Wydział Matematyki i Informatyki

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Patryk Żywica 

Number of co-investigators in the project: 2

Call: PRELUDIUM 11 - announced on 2016-03-15

Amount awarded: 59 100 PLN

Project start date (Y-m-d): 2017-03-23

Project end date (Y-m-d): 2020-08-22

Project duration:: 41 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Komputer przenośny (laptop) (4 500 PLN)

Information in the final report

  • Publication in academic press/journals (1)
  • Articles in post-conference publications (4)
  1. An effective similarity measurement under epistemic uncertainty
    Authors:
    P. Żywica, M. Baczyński
    Academic press:
    Fuzzy Sets and Systems (rok: 2021, tom: in press, strony: in press), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.fss.2021.02.013 - link to the publication
  1. Modelling Medical Uncertainties with Use of Fuzzy Sets and Their Extensions
    Authors:
    P. Żywica
    Conference:
    17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 11-15 czerwiec
    Status:
    Published
  2. Uncertainty-aware similarity measures - properties and construction method
    Authors:
    Patryk Żywica, Anna Stachowiak
    Conference:
    Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019) (rok: 2019, ), Wydawca: Atlantis Press
    Data:
    konferencja 9-13.09.2019
    Status:
    Published
  3. Application of uncertainty-aware similarity measure to classification in medical diagnosis
    Authors:
    P. Żywica
    Conference:
    2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 19-24 lipca 2020
    Status:
    Published
  4. Practical Notes on Applying Generalised Stochastic Orderings to the Study of Performance of Classification Algorithms for Low Quality Data
    Authors:
    P. Żywica, K. Basiukajc, I. Couso
    Conference:
    The 10th Conference of the European Society for Fuzzy Logic and Technology (rok: 2017, ), Wydawca: Springer, Cham
    Data:
    konferencja 13–15 wrzesień
    Status:
    Published

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