DocumentCode
642857
Title
Adaption of NNS classification to domain of category values
Author
Kovacs, Levente ; Kusper, G.
Author_Institution
Dept. of Inf. Technol., Univ. of Miskolc, Miskolc, Hungary
fYear
2013
fDate
26-28 Sept. 2013
Firstpage
299
Lastpage
303
Abstract
The paper discusses the classical Shepard and Kriging interpolation methods and provides an extension for the category-valued functions. A special weighted combination operator is proposed which can be used in the adapted Shepard interpolation for objects in general metric spaces. This method provides better approximation for the cases where the set of neighboring concepts is heterogeneous and dense enough.
Keywords
approximation theory; interpolation; Kriging interpolation methods; NNS classification; Shepard interpolation methods; approximation; category-valued functions; special weighted combination operator; Function approximation; Informatics; Intelligent systems; Interpolation; Measurement; Standards; Shepard interpolation; concept interpolation; concept similarity;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems and Informatics (SISY), 2013 IEEE 11th International Symposium on
Conference_Location
Subotica
Print_ISBN
978-1-4799-0303-0
Type
conf
DOI
10.1109/SISY.2013.6662590
Filename
6662590
Link To Document