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Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki, 2017, Volume 57, Number 11, Pages 1906–1927
DOI: https://doi.org/10.7868/S0044466917110059 (Mi zvmmf10644) 		 
This article is cited in 8 scientific papers (total in 8 papers)

Logical correctors in the problem of classification by precedents

E. V. Dyukova, Yu. I. Zhuravlev, P. A. Prokofjev

Dorodnicyn Computing Center, Federal Research Center “Computer Science and Control”, Russian Academy of Sciences, Moscow, Russia
Full-text PDF (371 kB) Citations (8)
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DOI: https://doi.org/10.7868/S0044466917110059
Abstract: The problem of recognition (classification) by precedents is considered. Issues of improving the recognition ability and the training rate of logical correctors, i.e., the recognition procedures based on the construction of correct sets of elementary classifiers, are studied. The concept of a correct set of generic elementary classifiers is introduced and used to construct and investigate a qualitatively new model of the logical corrector. This model uses a wider class of correcting functions than in the earlier constructed models of logical correctors.
Key words: correct recognition by precedents, logical recognition procedures, logic-algebraic approach, logical correctors, correct set of elementary classifiers, local basis, boosting.
Funding agency Grant number
Russian Foundation for Basic Research 16-01-00445_а
Received: 24.11.2016
English version:
Computational Mathematics and Mathematical Physics, 2017, Volume 57, Issue 11, Pages 1866–1886
DOI: https://doi.org/10.1134/S0965542517110057
Bibliographic databases:
Document Type: Article
UDC: 519.7
Language: Russian
Citation: E. V. Dyukova, Yu. I. Zhuravlev, P. A. Prokofjev, “Logical correctors in the problem of classification by precedents”, Zh. Vychisl. Mat. Mat. Fiz., 57:11 (2017), 1906–1927; Comput. Math. Math. Phys., 57:11 (2017), 1866–1886
Citation in format AMSBIB
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    • This publication is cited in the following 8 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    		Журнал вычислительной математики и математической физики Computational Mathematics and Mathematical Physics
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