Title :
Granular regression
Author :
Grzegorzewski, Przemyslaw
Author_Institution :
Fac. of Math. & Inf. Sci., Warsaw Univ. of Technol., Warsaw, Poland
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;
Conference_Titel :
IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint
Conference_Location :
Edmonton, AB
DOI :
10.1109/IFSA-NAFIPS.2013.6608532
