Attribute Computing Network Induced by Linear Transformation and Granular Transformation of Qualitative Criterion

Author

Feng, Jiali

Author_Institution

Shanghai Maritime Univ., Shanghai

fYear

2007

fDate

2-4 Nov. 2007

Firstpage

83

Lastpage

83

Abstract

It is shown that not only the qualitative criterion [alpha,beta] of qualitative mapping is a bridge between expert system and artificial neural network, the qualitative mapping and the artificial neuron can be defined each other, but support vector machine can be also induced by the granular transformation of qualitative criterion, the qualitative mapping is a mathematical model by which some of artificial intelligent methods can be fused and unified together, and a kind of artificial fused model: attribute computing network induced by qualitative mapping is presented.

Keywords

neural nets; support vector machines; artificial intelligence; artificial neural network; attribute computing network; expert system; granular transformation; linear transformation; mathematical model; qualitative criterion; qualitative mapping; support vector machine; Artificial intelligence; Artificial neural networks; Bridges; Computer networks; Expert systems; Intelligent networks; Machine intelligence; Mathematical model; Neurons; Support vector machines;

fLanguage

English

Publisher

ieee

Conference_Titel

Granular Computing, 2007. GRC 2007. IEEE International Conference on

Conference_Location

Fremont, CA

Print_ISBN

978-0-7695-3032-1

Type

conf

DOI

10.1109/GrC.2007.8

Filename

4403071