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Avtomatika i Telemekhanika, 1984, Issue 7, Pages 121–129 (Mi at4785)  
Simulation of Behavior and Intelligence

Primitive decision rules in pattern recognition

S. M. Kulikov

Moscow
Full-text PDF (1500 kB)
Abstract: The pattern recognition problem is solve for a simple class of piecewise-continuous decision rules for small observation samples. Estimates of the mean and total risk deflections from the empirical risk are obtained. An algorithm is proposed which implements the method of structural risk minimization on a slass of piecewise continuous decision rules whereby observation samples are clustered.

Received: 22.08.1983
Bibliographic databases:
Document Type: Article
UDC: 62-506.1
Language: Russian
Citation: S. M. Kulikov, “Primitive decision rules in pattern recognition”, Avtomat. i Telemekh., 1984, no. 7, 121–129; Autom. Remote Control, 45:7 (1984), 923–931
Citation in format AMSBIB
\Bibitem{Kul84}
\by S.~M.~Kulikov
\paper Primitive decision rules in pattern recognition
\jour Avtomat. i Telemekh.
\yr 1984
\issue 7
\pages 121--129
\mathnet{http://mi.mathnet.ru/at4785}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=795668}
\zmath{https://zbmath.org/?q=an:0552.68069}
\transl
\jour Autom. Remote Control
\yr 1984
\vol 45
\issue 7
\pages 923--931
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