Artificial Intelligence and Decision Making
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Artificial Intelligence and Decision Making, 2013, Issue 4, Pages 62–71 (Mi iipr416)  
This article is cited in 2 scientific papers (total in 2 papers)

Data mining

Models of representation and clustering of semistructured information

M. V. Khachumov

Institute for Systems Analysis of Russian Academy of Sciences
Full-text PDF (440 kB) Citations (2)
Abstract: A scheme for solving the problem of binary clustering of semistructured data is proposed. Different ways of representing the input data of clustering problem are considered. Methods of consecutive reduction and consecutive association of clusters, and a model of initial placement of the clusters are considered. Estimates of the number of clusters for solving clustering problem are given. Method of binary clustering of the points located on a circle is offered.
Keywords: semistructured data, geometric clustering, artificial neural network, cluster, network model, classification, the traveling salesman problem.
English version:
Scientific and Technical Information Processing, 2015, Volume 42, Issue 5, Pages 388–396
DOI: https://doi.org/10.3103/S0147688215050135
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: M. V. Khachumov, “Models of representation and clustering of semistructured information”, Artificial Intelligence and Decision Making, 2013, no. 4, 62–71; Scientific and Technical Information Processing, 42:5 (2015), 388–396
Citation in format AMSBIB
\Bibitem{Kha13}
\by M.~V.~Khachumov
\paper Models of representation and clustering of semistructured information
\jour Artificial Intelligence and Decision Making
\yr 2013
\issue 4
\pages 62--71
\mathnet{http://mi.mathnet.ru/iipr416}
\elib{https://elibrary.ru/item.asp?id=21064702}
\transl
\jour Scientific and Technical Information Processing
\yr 2015
\vol 42
\issue 5
\pages 388--396
\crossref{https://doi.org/10.3103/S0147688215050135}
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  • https://www.mathnet.ru/eng/iipr/y2013/i4/p62
    • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Artificial Intelligence and Decision Making
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    Abstract page:31
    Full-text PDF :5
    References:1
     
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