Title :
Attribute Computing Network Induced by Linear Transformation and Granular Transformation of Qualitative Criterion
Author_Institution :
Shanghai Maritime Univ., Shanghai
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;
Conference_Titel :
Granular Computing, 2007. GRC 2007. IEEE International Conference on
Conference_Location :
Fremont, CA
Print_ISBN :
978-0-7695-3032-1
