Projects funded by the NCN
A method for clusterability assessment
2011/01/N/ST6/04174
Keywords:
unsupervised learning Fisher's discriminant. principal component analysis
Descriptors:
- ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
- ST6_6: Algorithms, parallel, distributed and network algorithms, algorithmic game theory
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
Principal investigator (from the host institution):
Number of co-investigators in the project: 2
Call: PRELUDIUM 1 - announced on 2011-03-15
Amount awarded: 98 000 PLN
Project start date (Y-m-d): 2011-12-07
Project end date (Y-m-d): 2014-06-06
Project duration:: 30 months (the same as in the proposal)
Project status: Project settled
Equipment purchased [PL]
- Lekki komputer przenośny, z dużą matrycą (przynajmniej 15.4"), z wydajnym 4 rdzeniowym procesorem i możliwością rozbudowy pamięci RAM do 8 GB. (7 000 PLN)
Information in the final report
- Publication in academic press/journals (3)
- Clusterability Assessment for Gaussian Mixture ModelsAuthors:Ewa Nowakowska, Jacek Koronacki, Stan LipovetskyAcademic press:Applied Mathematics and Computation (rok: 2015, tom: 256, strony: 591-601), Wydawca: ElsevierStatus:PublishedDOI:10.1016/j.amc.2014.12.038 - link to the publication
- Dimension reduction for data of unknown cluster structureAuthors:Ewa Nowakowska, Jacek Koronacki, Stan LipovetskyAcademic press:Information Sciences (rok: 2015, tom: 330, strony: 74-87), Wydawca: ElsevierStatus:PublishedDOI:10.009 - link to the publication
- Tractable Measure of Component Overlap for Gaussian Mixture ModelsAuthors:Ewa Nowakowska, Jacek Koronacki, Stan LipovetskyAcademic press:Computational Statistics and Data Analysis , Wydawca: ElsevierStatus:SubmittedDOI:brak - link to the publication