Sistemy i Sredstva Informatiki [Systems and Means of Informatics]
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



Sistemy i Sredstva Inform.:
Year:
Volume:
Issue:
Page:
Find






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


Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2023, Volume 33, Issue 1, Pages 59–67
DOI: https://doi.org/10.14357/08696527230106
(Mi ssi870)
 

This article is cited in 1 scientific paper (total in 1 paper)

Classification problem in conditions of distorted cause-and-effect relationships

A. A. Grusho, N. A. Grusho, M. I. Zabezhailo, A. A. Zatsarinny, E. E. Timonina, S. Ya. Shorgin

Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119133, Russian Federation
Full-text PDF (204 kB) Citations (1)
References:
Abstract: The paper considers the model for classifying an object stream for the presence or absence of a certain property $A$ in each object $O$. It is assumed that there are $M$ bijective transformations of objects coming for classification and in the stream, there are objects obtained from $O$ according to one of these transformations. For each object $O$, it is known that it contains property $A$ which causes the known objects $B_1, B_2, \ldots , B_k$ to appear in information spaces $I_1, I_2, \ldots , I_k$. This means that property $A$ can only be detected by observing the consequences $B_1, B_2, \ldots , B_k$. The problem is that for each object in the flow, it is necessary to determine the presence or absence of the converted reason $A$ in it. The algorithms for checking such possibility are built in cases where there is a description of characteristics $A$ and when such a description is absent.
Keywords: finite classification task, cause-and-effect relationships, machine learning in distortions conditions.
Received: 13.02.2023
Document Type: Article
Language: Russian
Citation: A. A. Grusho, N. A. Grusho, M. I. Zabezhailo, A. A. Zatsarinny, E. E. Timonina, S. Ya. Shorgin, “Classification problem in conditions of distorted cause-and-effect relationships”, Sistemy i Sredstva Inform., 33:1 (2023), 59–67
Citation in format AMSBIB
\Bibitem{GruGruZab23}
\by A.~A.~Grusho, N.~A.~Grusho, M.~I.~Zabezhailo, A.~A.~Zatsarinny, E.~E.~Timonina, S.~Ya.~Shorgin
\paper Classification problem in~conditions of~distorted cause-and-effect relationships
\jour Sistemy i Sredstva Inform.
\yr 2023
\vol 33
\issue 1
\pages 59--67
\mathnet{http://mi.mathnet.ru/ssi870}
\crossref{https://doi.org/10.14357/08696527230106}
Linking options:
  • https://www.mathnet.ru/eng/ssi870
  • https://www.mathnet.ru/eng/ssi/v33/i1/p59
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Системы и средства информатики
    Statistics & downloads:
    Abstract page:67
    Full-text PDF :18
    References:17
     
      Contact us:
     Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024