Title :
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
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;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
DOI :
10.1109/FSKD.2011.6020026
