Isomorphism of pairs of admissible objects in pattern recognition problems
Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 23 (1983) no. 1, pp. 178-183

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The concept of permissible object pair isomorphism for recognition problems is considered. It is known, that the pairwise non-isomorphism condition of permissible objects in a current sampling $\tilde S^q$ is necessary to prove the correctness of algebraic closure of computational algorithms of estimates. The probability that, at least, one pair of isomorphic objects with respect to the initial information $I_0$ will be found in $\tilde S^q$, is examined. The upper estimates for such a probability are obtained if $\rho_i(x,y)=|x-y|$ are considered as metrics $\rho_i$ in feature space.
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     author = {V. L. Matrosov},
     title = {Isomorphism of pairs of admissible objects in pattern recognition problems},
     journal = {\v{Z}urnal vy\v{c}islitelʹnoj matematiki i matemati\v{c}eskoj fiziki},
     pages = {178--183},
     publisher = {mathdoc},
     volume = {23},
     number = {1},
     year = {1983},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/ZVMMF_1983_23_1_a19/}
}
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V. L. Matrosov. Isomorphism of pairs of admissible objects in pattern recognition problems. Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 23 (1983) no. 1, pp. 178-183. http://geodesic.mathdoc.fr/item/ZVMMF_1983_23_1_a19/