A method for clusterability assessment

2011/01/N/ST6/04174

Keywords

Descriptors

  • ST6_8: Systemy inteligentne
  • ST6_6: Technologie i systemy informatyczne

Panel

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

Host institution

Instytut Podstaw Informatyki PAN

Voivodeship: mazowieckie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr Ewa Maria Nowakowska

Number of co-investigators in the project: 2

Call

PRELUDIUM 1 – announced on 2011-03-15

Amount awarded
98 000 PLN
Project start date
2011-12-07
Project end date
2014-06-06
Project duration
30 months (the same as in the proposal)
Project status
Project settled

Equipment purchased [PL]

  1. Lekki komputer przenośny, z dużą matrycą (przynajmniej 15.4"), z wydajnym 4 rdzeniowym procesorem i możliwością rozbudowy pamięci RAM do 8 GB.. Cost: 7 000 PLN

Information in the final report

Publication in academic press/journals (2)

  1. Dimension reduction for data of unknown cluster structure

    Authors:
    Ewa Nowakowska, Jacek Koronacki, Stan Lipovetsky
    Academic press:
    Information Sciences (year: 2015, volume: 330, pages: 74-87), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2015.10.009 – link to the publication
  2. Clusterability Assessment for Gaussian Mixture Models

    Authors:
    Ewa Nowakowska, Jacek Koronacki, Stan Lipovetsky
    Academic press:
    Applied Mathematics and Computation (year: 2015, volume: 256, pages: 591-601), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.amc.2014.12.038 – link to the publication

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Graphic design and implementation: Jakub Piotrowski