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Портал Begell Электронная Бибилиотека e-Книги Журналы Справочники и Сборники статей Коллекции
Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN Печать: 1064-2315
ISSN Онлайн: 2163-9337

Выпуски:
Том 51, 2019 Том 50, 2018 Том 49, 2017 Том 48, 2016 Том 47, 2015 Том 46, 2014 Том 45, 2013 Том 44, 2012 Том 43, 2011 Том 42, 2010 Том 41, 2009 Том 40, 2008 Том 39, 2007 Том 38, 2006 Том 37, 2005 Том 36, 2004 Том 35, 2003 Том 34, 2002 Том 33, 2001 Том 32, 2000 Том 31, 1999 Том 30, 1998 Том 29, 1997 Том 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v40.i4.20
pages 18-27

Problem SDX as the Extreme Case of Combined Type Recognition Problems

Irina A. Borisova
Institute of Mathematics of Siberian Branch of Russian Academy of Sciences, Novosibirsk, Russia
Nikolay G. Zagoruiko
Novosibirsk State University, Russia

Краткое описание

The recognition problems of the basic types are described: an automatic classification (S), a selection of informative attributes (X) and constructions of decision rules (D). Methods of the combined problems solution when it is required to solve two of these three problems simultaneously are presented: problems SD, SX and DX. We have described a statement and a solution method of limiting complexity combined problem − SDX problem when one should select such subset of attributes X in space of which the analyzed objects are well separated into clusters S by means of the decision rules D. An essential role in such problems solution plays the application of the offered function of competitive similarity (FRiS-function). An example of a real SDX problem solution is given.


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