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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Synthesis and analysis of cyber-physical systems: a framework of Granular Computing.

2017/25/B/ST6/00114

Keywords:

cyber-physical systems medical informatics Granular Computing Computational Intelligence

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems

Panel:

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

Host institution :

Sieć Badawcza ŁUKASIEWICZ - Instytut Techniki i Aparatury Medycznej ITAM

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Witold Pedrycz 

Number of co-investigators in the project: 5

Call: OPUS 13 - announced on 2017-03-15

Amount awarded: 404 500 PLN

Project start date (Y-m-d): 2018-03-12

Project end date (Y-m-d): 2021-03-11

Project duration:: 36 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. Oprogramowanie MATLAB wraz z dedykowanymi bibliotekami. (25 000 PLN)
  2. Mobilna stacja robocza przeznaczona do opracowania bazy danych z zarejestrowanych sygnałów. (12 000 PLN)
  3. Zestaw komputerowy z przeznaczeniem jako podstawowe narzędzie badawcze. (885 PLN)

Information in the final report

  • Publication in academic press/journals (10)
  • Articles in post-conference publications (1)
  1. Granular Aggregation of Fuzzy Rule-Based Models in Distributed Data Environment
    Authors:
    B. Zhang, W. Pedrycz, A. R. Fayek, A. Gacek, Y. Dong
    Academic press:
    IEEE Transaction on Fuzzy Systems (rok: 2021, tom: 29, strony: 1297 - 1310), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TFUZZ.2020.2973956 - link to the publication
  2. Hyperplane Division in Fuzzy C-Means: Clustering Big Data
    Authors:
    Y. Shen, W. Pedrycz, Y. Chen, X. Wang, A. Gacek,
    Academic press:
    IEEE Transactions on Fuzzy Systems (rok: 2020, tom: 28, strony: 3032 - 3046), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TFUZZ.2019.2947231 - link to the publication
  3. Telemonitoring of Biomedical Parameters Technological Aspects and Aapplications
    Authors:
    9.E. Sobotnicka, D. Feige, A. Sobotnicki, A. Gacek
    Academic press:
    The Polish Journal of Aviation Medicine, Bioengineering and Psychology (rok: 2019, tom: 25 (1), strony: 40-49), Wydawca: Military Institute of Aviation Medicine
    Status:
    Published
    DOI:
    10.13174/pjambp. - link to the publication
  4. Hierarchies of Interpretable TS Rule-Based Models
    Authors:
    10.W. Pedrycz, A. Gacek, X. Wang
    Academic press:
    IEEE Transactions on Fuzzy Systems , Wydawca: IEEE
    Status:
    Accepted for publication
    DOI:
    10.1109/TFUZZ.2021.3094661 - link to the publication
  5. Identification of Fuzzy Rule-Based Models with Output Space Knowledge Guidance
    Authors:
    Y. Shen, W. Pedrycz, X. Jing, A. Gacek, X. Wang, B. Liu
    Academic press:
    IEEE Transactions on Fuzzy Systems, (rok: 2021, tom: 29, strony: 3504 - 3518), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TFUZZ.2020.3024804 - link to the publication
  6. Time Series Reconstruction and Classification: A Comprehensive Comparative Study
    Authors:
    J. Li, W. Pedrycz, A. Gacek
    Academic press:
    Applied Intelligence , Wydawca: Springer
    Status:
    Accepted for publication
    DOI:
    brak - link to the publication
  7. Aggregation of Order-2 Fuzzy Sets
    Authors:
    W. Pedrycz, A. Gacek, X. Wang,
    Academic press:
    IEEE Transactions on Fuzzy Systems (rok: 2021, tom: 29, strony: 3570 - 3575), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TFUZZ.2020.3025659 - link to the publication
  8. Design of Interval Type-2 Information Granules Based on the Principle of Justifiable Granularity
    Authors:
    B. Zhang, W. Pedrycz, X. Wang, A. Gacek,
    Academic press:
    IEEE Transactions on Fuzzy Systems, (rok: 2021, tom: 29, strony: 3456 - 3469), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TFUZZ.2020.3023758 - link to the publication
  9. Development of Randomized Logic Neural Networks
    Authors:
    B. Zhang, W. Pedrycz, Y. Dong, A. Gacek, A. Robinson
    Academic press:
    Fuzzy Optimization and Decision Making , Wydawca: Springer
    Status:
    Submitted
    DOI:
    brak - link to the publication
  10. Identification of Fuzzy Rule-Based Models with Collaborative Fuzzy Clustering
    Authors:
    X. Hu, Y. Shen, W. Pedrycz, X. Wang, A. Gacek, B. Liu
    Academic press:
    IEEE Transactions on Cybernetics (Early Access) (rok: 2021, ), Wydawca: IEEE
    Status:
    Accepted for publication
    DOI:
    10.1109/TCYB.2021.3069783 - link to the publication
  1. Clustering of Information Granules in Hotspot Identification,
    Authors:
    Y. Shen, W. Pedrycz, R. Marcos De Moraes, X. Hu, X. Wang, A. Gacek
    Conference:
    Int. IEEE Conf. on Fuzzy Systems New Orleans, czerwiec 2019 (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 43639
    Status:
    Published

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