DocumentCode
3167490
Title
Granular regression
Author
Grzegorzewski, Przemyslaw
Author_Institution
Fac. of Math. & Inf. Sci., Warsaw Univ. of Technol., Warsaw, Poland
fYear
2013
fDate
24-28 June 2013
Firstpage
974
Lastpage
979
Abstract
Granular computing is a rapidly growing area of information processing aimed at the construction of intelligent systems. The paper suggests how to combine granular computing with regression analysis. Multidistances are applied for generating granular partitions of data sets. Several areas of potential applications of the granular regression are indicated.
Keywords
granular computing; regression analysis; granular computing; granular regression; information processing; intelligent system construction; intelligent systems; regression analysis; Computational modeling; Data models; Information processing; Minimization; Predictive models; Regression analysis; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint
Conference_Location
Edmonton, AB
Type
conf
DOI
10.1109/IFSA-NAFIPS.2013.6608532
Filename
6608532
Link To Document