Automatized design application of intelligent information technologies for data mining problems

Author

Shabalov, A. ; Semenkin, Eugene ; Galushin, P.

Author_Institution

Siberian State Aerosp. Univ., Krasnoyarsk, Russia

Volume

4

fYear

2011

fDate

26-28 July 2011

Firstpage

2596

Lastpage

2599

Abstract

An automatized design of intelligent information technologies is considered for complex problem solving and decision support. The structures of neural networks, fuzzy rules based systems and neuro-fuzzy systems are automatically generated on the basis of evolutionary algorithms. A new idea of genetic programming technique application in the design of intelligent information technologies committee is proposed for effectiveness and reliability improvement.

Keywords

data mining; decision support systems; fuzzy neural nets; genetic algorithms; problem solving; automatized design application; complex problem solving; data mining; decision support; evolutionary algorithm; fuzzy rules based system; genetic programming technique; intelligent information technology; neural network; neurofuzzy system; Biological cells; Encoding; Fuzzy systems; Genetic algorithms; Genetic programming; Neural networks; Neurons; Neural networks; committee; evolutionary algorithms; fuzzy rules based systems; neuro-fuzzy systems;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on

Conference_Location

Shanghai

Print_ISBN

978-1-61284-180-9

Type

conf

DOI

10.1109/FSKD.2011.6020026

Filename

6020026