Projects funded by the NCN
Application of ensemble algorithms for data stream mining
2013/11/N/ST6/02863
Keywords:
data stream ensemble methods classification concept drift
Descriptors:
- 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 :
Politechnika Częstochowska, Wydział Inżynierii Mechanicznej i Informatyki
woj. śląskie
Principal investigator (from the host institution):
Number of co-investigators in the project: 2
Call: PRELUDIUM 6 - announced on 2013-09-16
Amount awarded: 48 960 PLN
Project start date (Y-m-d): 2014-09-09
Project end date (Y-m-d): 2015-09-08
Project duration:: 12 months (the same as in the proposal)
Project status: Project settled
Information in the final report
- Publication in academic press/journals (1)
- How to adjust an ensemble size in stream data mining?Authors:Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr DudaAcademic press:Information Sciences (rok: 2017, tom: 381, strony: 46-54), Wydawca: ElsevierStatus:PublishedDOI:10.028 - link to the publication