Systems and Means of Informatics
2021, Volume 31, Issue 1, pp 69-81
SUPPORT FOR SOLVING DIAGNOSTIC TYPE PROBLEMS
- M. I. Zabezhailo
- A. A. Grusho
- N. A. Grusho
- E. E. Timonina
Abstract
Some significant features of mathematical methods of data analysis and decision support in diagnostic-type problems are discussed. The most significant characteristic features are considered allowing to distinguish the tasks of the discussed type into a special class. This class requires the simultaneous development of solutions to a number of interrelated problems which, without taking into account such relationships, are practically useless. Using the experience with diagnostic-type tasks, recommendations are made on the areas of development of effective approaches and methods of data mining for solving such applications.
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[+] About this article
Title
SUPPORT FOR SOLVING DIAGNOSTIC TYPE PROBLEMS
Journal
Systems and Means of Informatics
Volume 31, Issue 1, pp 69-81
Cover Date
2021-04-20
DOI
10.14357/08696527210106
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
artificial intelligence; intelligent data analysis; mathematical methods; diagnostics
Authors
M. I. Zabezhailo  , A. A. Grusho  , N. A. Grusho , and E. E. Timonina
Author Affiliations
A. A. Dorodnicyn Computing Center, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 40 Vavilov Str., Moscow 119333, Russian Federation
Institute of Informatics Problems, Federal Research Center "Computer Science
and Control", Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
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