Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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User-centric analysis and processing of biomedical signals: a Computional Intelligence approach

2011/03/B/ST7/01875

Keywords:

analysis and interpretation of biomedical signals computational intelligence granular computing user-centricity

Descriptors:

  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST7_7: Signal processing
  • ST7_11: Electronic, optoelectronic and photonic components and systems for applications (e.g. in biomedical engineering)

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Instytut Techniki i Aparatury Medycznej ITAM

woj. śląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Adam Gacek 

Number of co-investigators in the project: 6

Call: OPUS 2 - announced on 2011-09-15

Amount awarded: 578 000 PLN

Project start date (Y-m-d): 2012-08-30

Project end date (Y-m-d): 2015-08-29

Project duration:: 36 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Oprogramowanie matematyczne typu MATLAB wraz z zestawem narzędzi Special Toolboxes oraz aplikacja do przyśpieszania obliczeń typu Jacket firmy Accelereyes (40 000 PLN)
  2. Zestaw komputerowy do przeprowadzania obliczeń naukowych (typ: Fujitsu Esprimo P910 i7-3770 8GB) (5 000 PLN)

Information in the final report

  • Publication in academic press/journals (7)
  • Articles in post-conference publications (1)
  1. A characterization of electrocardiogram signals through optimal allocation of information granularity
    Authors:
    A.Gacek, W.Pedrycz
    Academic press:
    Artificial Intelligence in Medicine (rok: 2012, tom: 54, strony: 125-134), Wydawca: ELSEVIER
    Status:
    Published
    DOI:
    10,1016 - link to the publication
  2. Data structure-guided development of electrocardiographic signal characterization and classification
    Authors:
    A. Gacek
    Academic press:
    Artificial Intelligence in Medicine (rok: 2013, tom: 59, strony: 197-204), Wydawca: ELSEVIER
    Status:
    Published
    DOI:
    nie - link to the publication
  3. Description, analysis, and classification of biomedical signals: a computational intelligence approach
    Authors:
    A.Gacek, W.Pedrycz
    Academic press:
    Soft Computing (rok: 2013, tom: 17, strony: 1659-1671), Wydawca: SPRINGER
    Status:
    Published
    DOI:
    10,1007 - link to the publication
  4. Clustering in augmented space of granular constraints: A study in knowledge-based clustering
    Authors:
    W.Pedrycz, A.Gacek, X.Wang
    Academic press:
    Pattern Recognition Letters (rok: 2015, tom: nie dotyczy, strony: nie dotyczy), Wydawca: ELSEVIER
    Status:
    Accepted for publication
    DOI:
    10,1016 - link to the publication
  5. Signal processing and time series description: A Perspective of Computational Intelligence and Granular Computing
    Authors:
    A. Gacek
    Academic press:
    Applied Soft Computing (rok: 2015, tom: 27, strony: 590-601), Wydawca: ELSEVIER
    Status:
    Published
    DOI:
    nie - link to the publication
  6. Clustering Granular Data and Their Characterization with Information Granules of Higher Type
    Authors:
    A.Gacek, W.Pedrycz
    Academic press:
    IEEE Transactions on fuzzy systems (rok: 2013, tom: Nie dotyczy, strony: 45302), Wydawca: IEEE
    Status:
    Accepted for publication
    DOI:
    10,1109 - link to the publication
  7. Granular modelling of signals: A framework of Granular Computing
    Authors:
    A.Gacek
    Academic press:
    Information Sciences (rok: 2013, tom: 221, strony: 45302), Wydawca: ELSEVIER
    Status:
    Published
    DOI:
    nie - link to the publication
  1. From clustering to granular clustering: A granular representation of data in pattern recognition and system modeling
    Authors:
    A. Gacek
    Conference:
    Joint IFSA World Congress NAFIPS Annual Meeting (rok: 2013, ), Wydawca: Canada June 24-28
    Data:
    konferencja 24-28.06.2013
    Status:
    Published

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