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Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Metody integracji wieloskalowej informacji biologicznej w sztucznych systemach uczących się

2015/16/T/ST6/00493

Keywords:

Descriptors:

  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST6_13: Bioinformatics, biocomputing, DNA and molecular computation
  • 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 :

Instytut Podstaw Informatyki Polskiej Akademii Nauk

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Julian Zubek 

Number of co-investigators in the project: 2

Call: ETIUDA 3 - announced on 2014-12-15

Amount awarded: 76 288 PLN

Project start date (Y-m-d): 2015-10-01

Project end date (Y-m-d): 2016-09-30

Project duration:: 12 months (the same as in the proposal)

Project status: Project settled

Information in the final report

  • Publication in academic press/journals (6)
  1. Complexity curve: a graphical measure of data complexity and classifier performance
    Authors:
    Julian Zubek, Dariusz Plewczynski
    Academic press:
    PeerJ Computer Science (rok: 2016, tom: 2, strony: e76), Wydawca: PeerJ, Ltd.
    Status:
    Published
    DOI:
    10.7717/peerj-cs.76 - link to the publication
  2. Social adaptation in multi-agent model of linguistic categorization is affected by network information flow
    Authors:
    Julian Zubek, Michał Denkiewicz, Juliusz Barański, Przemysław Wróblewski, Joanna Rączaszek-Leonardi, Dariusz Plewczynski
    Academic press:
    PLOS ONE (rok: 2017, tom: 12(8), strony: e0182490), Wydawca: Public Library of Science
    Status:
    Published
    DOI:
    10.1371/journal.pone.0182490 - link to the publication
  3. Learning from Exemplars and Prototypes in Machine Learning and Psychology
    Authors:
    Julian Zubek, Ludmila Kuncheva
    Academic press:
    arXiv (rok: 2018, tom: 1806, strony: 1130), Wydawca: Cornell University
    Status:
    Submitted
    DOI:
    brak - link to the publication
  4. Performance of language-coordinated collective systems: A study of wine recognition and description.
    Authors:
    Julian Zubek, Michał Denkiewicz, Agnieszka Dębska, Alicja Radkowska, Joanna Komorowska-Mach, Piotr Litwin, Magdalena Stępień, Adrianna Kucińska, Ewa Sitarska, Krystyna Komorowska, Riccardo Fusaroli, Kristian Tylén. Joanna Rączaszek-Leonardi
    Academic press:
    Frontiers in Psychology (rok: 2016, tom: 7, strony: 1321e), Wydawca: Frontiers
    Status:
    Published
    DOI:
    10.3389/fpsyg.2016.01321 - link to the publication
  5. Computational inference of H3K4me3 and H3K27ac domain length
    Authors:
    Julian Zubek, Michael Stitzel, Duygu Ucar, Dariusz Plewczynski
    Academic press:
    PeerJ (rok: 2016, tom: 4, strony: e1750), Wydawca: PeerJ, Ltd.
    Status:
    Published
    DOI:
    10.7717/peerj.1750 - link to the publication
  6. PDP-CON: prediction of domain/linker residues in protein sequences using a consensus approach
    Authors:
    Piyali Chatterjee, Subhadip Basu, Julian Zubek, Mahantapas Kundu, Mita Nasipuri, Dariusz Plewczynski
    Academic press:
    Journal of Molecular Modeling (rok: 2016, tom: 22, strony: 72), Wydawca: Springer Berlin Heidelberg
    Status:
    Published
    DOI:
    10.1007/s00894-016-2933-0 - link to the publication

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