Proceedings of the Southwest State University
Scientific Journal
RUSENG
Journal

94, ul. 50 Liet Oktyabrya, Kursk, Russia, 305040.
SWSU (South-West State University),
Journal Staff ‘Proceedings of South-West State University’. 

Tel. (4712) 22-25-26, Fax (4712) 50-48-00. 

E-mail: rio_kursk@mail.ru 

Managing Editor Yelena A. Pripachkina

Categories
  1. TECHNICAL SCIENCES
  2. ECONOMICS 
  3. LAW
Chief editor of the scientific journal

Sergey G. Emelyanov (b. 11 Aug 1964, Kursk) — Russian scientist and worker of education, doctor of technical Sciences, Professor, rector  Southwest State University since 2008.

 

Southwest State University

 

Short name in English: SWSU

Legal address: 305040, Kursk, 50 Let Oktyabrya Street, 94

Tel.: +7 4712 50-48-20,
Fax: +7 4712 50-48-00

E-mail: rector@swsu.ru 

Website: www.swsu.ru


Технические науки
DESIGN OF NEURO-FUZZY DECISION TREE
Abramova T.V. 1

1. Magnitogorsk state technical University. G. I. Nosov

Abstract:

To improve the classification accuracy of fuzzy decision trees is proposed, the procedure of adapting parameters using neural network learning. In direct cycle, the fuzzy decision trees are built based on the algorithm of fuzzy ID3 tags, in the loop feedback parameters of fuzzy decision trees are adapted based on the stochastic gradient algorithm by traversing back from leaf to root nodes. Using this strategy, a hierarchical structure of fuzzy decision trees remains fixed.

Keywords: classification, fuzzy decision trees, adaptation, neural network learning

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