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 Coding Theory Detection and Correction Capabilities of Convolutional CodesV. V. Zyablov, R. Johannesson, V. A. Pavlushkov 3 On the Optimality of Trivial $(w,r)$ Cover-Free CodesH. K. Kim, V. S. Lebedev 13 Methods of Signal Processing On the Empirical Risk Minimization MethodG. K. Golubev 21 Point Asymptotics for Probabilities of Large Deviations of the $\omega^2$ Statistics in Verification of the Symmetry HypothesisV. R. Fatalov 33 Wavelets and Estimation of Discontinuous FunctionsL. L. Boiko 49 Communication Network Theory Gated Infinite-Server Queueing System with Large Load and Power TailA. V. Lebedev 62 Analysis of a Communication Network Governed by an Adaptive Random Multiple Access Protocol under Critical LoadD. Yu. Kuznetsov, A. A. Nazarov 69 Pattern Recognition Image Restoration in Optical Acoustic TomographyD. A. Popov, D. V. Sushko 81 Application of Gibbs Random Fields Methods to Image Denoising ProblemsX. Decombes, E. A. Zhizhina 108