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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The memory center

2013/09/N/ST6/01178

Keywords:

memory compressing coding IRLS differential entropy clustering

Descriptors:

  • 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 Jagielloński, Wydział Matematyki i Informatyki

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Przemysław Spurek 

Number of co-investigators in the project: 2

Call: PRELUDIUM 5 - announced on 2013-03-15

Amount awarded: 52 850 PLN

Project start date (Y-m-d): 2014-02-24

Project end date (Y-m-d): 2016-08-23

Project duration:: 30 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Notebook z CUDA (8 000 PLN)

Information in the final report

  • Publication in academic press/journals (2)
  • Articles in post-conference publications (7)
  1. R Package CEC
    Authors:
    Przemysław Spurek, Konrad Kamieniecki, Jacek Tabor, Krzysztof Misztal, Marek Śmieja
    Academic press:
    Neurocomputing (rok: 2016, tom: -, strony: -), Wydawca: Elsevier
    Status:
    Accepted for publication
    DOI:
    - - link to the publication
  2. Cross-entropy clustering
    Authors:
    Jacek Tabor, Przemysław Spurek
    Academic press:
    Pattern Recognition (rok: 2014, tom: 47, strony: 3046-3059), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.patcog.2014.03.006 - link to the publication
  1. Cross entropy clustering approach to iris segmentation for biometrics purpose
    Authors:
    Krzysztof Misztal, Przemysław Spurek, Emil Saeed, Khalid Saeed, Jacek Tabor
    Conference:
    Theoretical Foundations of Machine Learning (rok: 2015, ), Wydawca: Schedae Informaticae
    Data:
    konferencja 16-21 luty
    Status:
    Published
  2. Subspaces Clustering Approach to Lossy Image Compression
    Authors:
    Przemysław Spurek, Marek Smieja, Krzysztof Misztal
    Conference:
    13th International Conference on Computer Information Systems and Industrial Management Applications (rok: 2014, ), Wydawca: Springer Berlin Heidelberg
    Data:
    konferencja 5-7 Październik 2014
    Status:
    Published
    DOI:
    link to the publication
  3. Clustering of Gaussian Distributions
    Authors:
    Przemysław Spurek, Wieslaw Palka
    Conference:
    IEEE International Joint Conference on Neural Networks (IJCNN 2016) (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 24-29.07.2016
    Status:
    Accepted for publication
  4. Cross-Entropy based image thresholding
    Authors:
    Mateusz Malik, Przemysław Spurek, Jacek Tabor
    Conference:
    Theoretical Foundations of Machine Learning (rok: 2015, ), Wydawca: Schedae Informaticae
    Data:
    konferencja 16-21 luty
    Status:
    Published
  5. Maximum Likelihood Estimation and Optimal Coordinates
    Authors:
    Przemysław Spurek, Jacek Tabor
    Conference:
    International Conference on Systems Science (ICSS 2016) (rok: 2016, ), Wydawca: Springer
    Data:
    konferencja 7-9.09.2016
    Status:
    Accepted for publication
  6. A local Gaussian filter and adaptive morphology as tools for completing partially discontinuous curves
    Authors:
    Przemyslaw Spurek, Alana Chaikouskaya, Jacek Tabor, Elżbieta Zając
    Conference:
    13th International Conference on Computer Information Systems and Industrial Management Applications (rok: 2014, ), Wydawca: Springer Berlin Heidelberg
    Data:
    konferencja 5-7 Październik
    Status:
    Published
    DOI:
    link to the publication
  7. Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation
    Authors:
    Arkadiusz Tomczyk, Przemysław Spurek, Michał Podgórski,Krzysztof Misztal, Jacek Tabor
    Conference:
    9th International Conference on Computer Recognition Systems CORES 2015 (rok: 2015, ), Wydawca: Springer
    Data:
    konferencja 25-27.05.2015
    Status:
    Published
    DOI:
    link to the publication

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