Vestnik Udmurtskogo Universiteta. Matematika. Mekhanika. Komp'yuternye Nauki
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
General information
Latest issue
Archive
Impact factor

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Vestnik Udmurtskogo Universiteta. Matematika. Mekhanika. Komp'yuternye Nauki, 2012, Issue 1, Pages 133–143 (Mi vuu315)  

COMPUTER SCIENCE

Simultaneity in the problems of classification of finite objects

N. I. Kalyadin

Department of Applied Mathematics and Informatics, Izhevsk State Technical University, Izhevsk, Russia
References:
Abstract: Consideration is given to the problem of efficient computability of solvable models of finite objects classification. We investigate the constructivization of simultaneity (extremely short cycle) conditions of decision adoption in the classification. Simultaneity is achieved by parallel comparing of the components of the unknown implementation with informative elements of all etalons in the training sample. Constructivization of simultaneity conditions includes: a selection of informative elements (identification labels) in the informative areas of classified sets; the parallel component-wise comparison of the unknown realization of a finite object with informative elements of etalons from the training set. The obtained results of simultaneous decision trees in classification is interpreted in neural networks, in a generalized model of recognition, in problems of identification.
Keywords: constructivization, simultaneity, classification, signature, predicate, the final model.
Received: 27.12.2011
Document Type: Article
UDC: 519.712+510.25+510.67
MSC: 03B70, 03C64, 03G05
Language: Russian
Citation: N. I. Kalyadin, “Simultaneity in the problems of classification of finite objects”, Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki, 2012, no. 1, 133–143
Citation in format AMSBIB
\Bibitem{Kal12}
\by N.~I.~Kalyadin
\paper Simultaneity in the problems of classification of finite objects
\jour Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki
\yr 2012
\issue 1
\pages 133--143
\mathnet{http://mi.mathnet.ru/vuu315}
Linking options:
  • https://www.mathnet.ru/eng/vuu315
  • https://www.mathnet.ru/eng/vuu/y2012/i1/p133
  • Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Вестник Удмуртского университета. Математика. Механика. Компьютерные науки
    Statistics & downloads:
    Abstract page:300
    Full-text PDF :157
    References:48
    First page:1
     
      Contact us:
     Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024