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Avtomatika i Telemekhanika, 1982, Issue 11, Pages 115–123 (Mi at5659)  
Adaptive Systems

Stability of decision rules in pattern recognition problems

Yu. S. Kharin

Minsk
Full-text PDF (1663 kB)
Abstract: The paper is concerned with data recognition with errors in specifying conditional distributions of observation probabilities. For a model of errors with a “contaminating” distribution and for a model with additive distortions of observations stable (robust) decision rules are found. Guaranteed values of risk for stable and Bayesian decision rules are determined and compared. Numerical results are given.

Received: 09.02.1981
Bibliographic databases:
Document Type: Article
UDC: 62-506.001:519.281
Language: Russian
Citation: Yu. S. Kharin, “Stability of decision rules in pattern recognition problems”, Avtomat. i Telemekh., 1982, no. 11, 115–123; Autom. Remote Control, 43:11 (1982), 1460–1467
Citation in format AMSBIB
\Bibitem{Kha82}
\by Yu.~S.~Kharin
\paper Stability of decision rules in pattern recognition problems
\jour Avtomat. i Telemekh.
\yr 1982
\issue 11
\pages 115--123
\mathnet{http://mi.mathnet.ru/at5659}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=711826}
\zmath{https://zbmath.org/?q=an:0512.93072}
\transl
\jour Autom. Remote Control
\yr 1982
\vol 43
\issue 11
\pages 1460--1467
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