Издательство РАДИОТЕХНИКА

T.I. Lapina - Ph.D. (Eng.), Associate Professor, South-West State University (S-WSU) D.V. Lapin - Research Scientifist, Kursk Institute of the Defense Ministry E.A. Petrik - Ph.D. (Eng.), Associate Professor, South-West State University (S-WSU)

Optimisation of radio-electronic control systems. Synthesis of optimal control

V.S. Verba - Dr.Sc. (Eng.), Professor, «Concern «Vega»
S.G. Kapustyan - DrSc. (Eng.), «Concern «Vega»
V.I. Merkulov - Dr.Sc. (Eng.), Professor, «Concern «Vega»
V.P. Khar-kov - Dr.Sc. (Eng.), Professor, «Concern «Vega»

Using fractal processing for detection and classification of random radio signals

A.V. Kuzovnikov - Ph.D.(Eng), associate professor of Siberian State Aerospace University, Leading Manager of JSC "ISS" (Krasnoyarsk). E-mail: ujub@list.ru

Autoimatic system for categorization of websites for blocking web pages with inappropriate content

D.V. Komashinskiy - Post-graduate Student, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS). E-mail: komashinskiy@comsec.spb.ru
I.V. Kotenko - Head Laboratory, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS). E-mail: ivkote@comsec.spb.ru
A.A. Chechulin - Research Scientist, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS). E-mail: chechulin@comsec.spb.ru
A.V. Shorov- Research Scientist, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS). E-mail: ashorov@comsec.spb.ru

Signal processing algorithms means of radio monitoring

V.A. Huhrin - Leading Engineer, Research Institute «Vector» (Saint Petersburg). E-mail: time2win@inbox.ru

Signal classification in automated radiomonitoring systems

N. A. Testoedov - Corresponding Member of RAS, Head of Department of Space Information Systems, Siberian State Aerospace University named after M.V. Reshetnev; General Director, JSC - Information Satellite System - Reshetnev Company -
P. V. Semkin - Postgraduate Student, Siberian State Aerospace University named after M.V. Reshetnev Engineer of 1-st category, JSC - Information Satellite System - Reshetnev Company?. E-mail: psemkin@yandex.ru
A. V. Kuzovnikov - Ph.D. (Eng.), Associate Professor, Department of Space Information Systems, Siberian State Aerospace University named after M.V. Reshetnev Chief of Data Relay and Telecommunication Systems Department, JSC - Information Satellite System - Reshetnev Company?. E-mail: ujub@list.ru
V. G. Somov - Dr.Sc. (Eng.), Professor, Department of Electronics and Telecommunications, Siberian State Aerospace University named after M.V. Reshetnev

Creation of a system of signs to identify the user on the dynamics of reproduction signatures

D. V. Lapin - Research Assistant, Institute Scientific Researches (Kursk). E-mail: lapindv@mail.ru

Hybrid neural network with macrolayers for medical application

S. А. Filist - Dr.Sc. (Eng.), Professor, Department of Software of Computing Machinery, South-West State University, Kursk, Russia. E-mail: SFilist@gmail.com
О. V. Shatalova - Ph.D. (Eng.), Associate Professor, Department of Biomedical Engineering, South-West State University, Kursk, Russia. E-mail: Shatolg@mail.ru
М. А. Efremov - Ph.D. (Eng.), Associate Professor, Department of Information Security and Communication Systems, South-West State University, Kursk, Russia. E-mail: Efremov_MA@mail.ru

Hybrid neural network with macrolayers for medical application

E.N. Korovin - Dr.Sc. (Eng.), Professor, Voronezh State Technical University
О.V. Shatalova - Ph.D. (Eng.), Associate Professor, Southwest State University
V.V. Zhilin - Ph.D. (Eng.), Associate Professor, Kursk State Agricultural Academy n.a. professor I.I. Ivanov

Sensor signal analysis method in dynamic biometric identification systems

A.F. Rybochkin - Dr.Sc. (Eng.), Professor, Southwest State University
D.V. Lapin - Research Scientist, Research Center of the Federal State Unitary Enterprise «18 Central Research Institute» Ministries of Defence of the Russian Federation (Kursk)
V.V. Rudenko - Ph.D. (Eng.), Associate Professor, Kursk State Agricultural Academy n.a. professor I.I. Ivanov

Trends and forecasting models of population growth on the base of multifractal dynamics

А.N. Kudinov - Dr.Sc. (Phys.-Math.), Professor, Tver State University. E-mail: mathlab@yandex.ru V.N. Ryzikov - Ph.D. (Phys.-Math.), Associated Professor, Tver State University. E-mail: vlr@yandex.ru V.P. Tsvetkov- Dr.Sc. (Phys.-Math.), Professor, Tver State University. E-mail: tsvet@tversu.ru I.V. Tsvetkov- Dr.Sc. (Eng.), Professor, Tver State University. E-mail: tsvet@tversu.ru

Some aspects of the potential capabilities of using ultra wideband signals in the target classification

A.I. Demidov - Head of Department, JSC V.Tikhomirov NIIP (Zhukovsky, Moscow region) N.N. Zalogin - Ph. D. (Eng.), Leading Research Scientist, Kotel\'nikov IRE of RAS (Moscow) R.Sh. Komochkov - Engineer, JSC V.Tikhomirov NIIP (Zhukovsky, Moscow region) S.S. Mosolov - Head of Sector, JSC V.Tikhomirov NIIP (Zhukovsky, Moscow region) A.V. Sknarya - Ph. D. (Eng.), Senior Research Scientist, Main Specialist, JSC V.Tikhomirov NIIP (Zhukovsky, Moscow region) S.A. Toschov - Engineer, JSC V.Tikhomirov NIIP (Zhukovsky, Moscow region) E.V. Tutynin - Head of Department, JSC V.Tikhomirov NIIP (Zhukovsky, Moscow region)

Method and device for user identification during online manipulation in networks

D.V. Lapin - Research Scientist, Kursk research institute of Defence Ministry. E-mail: lapindv@mail.ru F.A. Starkov - Ph. D. (Phys.-Math.), Professor, Southwest State University (Kursk)

Use of information criterion for classification of measurement data

T.I. Lapina - Ph. D. (Eng.), Associate Professor, Southwest State University (Kursk). E-mail: lapinati@mail.ru D.V. Lapin - Research Scientist, Kursk research institute of Defence Ministry. E-mail: lapindv@mail.ru E.A. Petrik - Ph. D. (Eng.), Associate Professor, Southwest State University (Kursk). E-mail: po-61@inbox.ru

Application group method of data handling for patients with genital herpes

M.I. Lukashov - Ph. D. (Med.), Dr. Sc. Candidate, Southwest State University (Kursk) A.G. Ustinov - Dr. Sc. (Med.), Professor, Pirogov Russian National Research Medical University (Moskow). E-mail: algeus@mail.ru M.V. Artemenko - Ph. D. (Biol.), Associate Professor, Southwest State University (Kursk). E-mail: artem1962@mail.ru E.V. Pismennay - Ph. D. (Med.), Kursk Regional Clinical Dermatovenerologic Dispensary

Classification methods aerial objects in bistatic radar

A.A. Makeev - Head of Sector of Hardware and Software for Digital Signal Processing, JSC «KB «SVIAZ» (Rostov-on-Don). E-mail: rostov@gkbsvyaz.ru V.N. Shevchenko - Dr. Sc. (Eng.), Professor, Head of Research and Technical Development Center, JSC «KB «SVIAZ» (Rostov-on-Don). E-mail: rostov@gkbsvyaz.ru

Classification of the dangerous situations in the decision support systems to control the technical objects

A.V. Savchenko - Ph.D. (Eng.), Associate Professor, National Research University Higher School of Economics; Doctoral-Candidate, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: avsavchenko@hse.ru V.R. Milov - Dr.Sc. (Eng.), Professor, Head of Department, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: vladimir.milov@gmail.com A.A. Sevryukov - Assistant, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: ansev@mail.ru D.V. Milov - Post-Graduate Student, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: milovdv@mail.ru

Way of text classification based on use of neural networks and semantic attributes

A.V. Pavlenko, A.Yu. Novikov

Contemporary trends biosensors diagnosis in vivo

A.G. Gudkov - Dr.Sc. (Eng.), Professor, Department of Instrumentation Technology, MSTU n.a. N.E. Bauman; General Director, OOO «NPI FIRMA «HYPERION» (Moscow). E-mail: profgudkov@gmail.com; ooo.giperion@gmail.com V.V. Zherdeva - Ph.D. (Biol.), Associate Professor, GBOU DPO RMAPO MZ RF (Moscow). E-mail: zherdeva.victoria@gmail.com V.N. Viyuginov - Ph.D. (Phys.-Math.), Director, CJSC «Svetlana-Elektronpribor» (St. Peterburg). E-mail: vyuginov@svetlana-ep.ru A.A. Zybin - Head of Laboratory, CJSC «Svetlana-Elektronpribor» (St. Peterburg). E-mail: zybin_aa@svetlana-ep.ru V.G. Tihomirov - Ph.D. (Phys.-Math.), CJSC «Svetlana-Elektronpribor» (St. Peterburg). E-mail: v11111@yandex.ru A.S. Borzinets - Technican, MSTU n.a. N.E. Bauman. E-mail: baosi@mail.ru

Solution task of classification symbols by use neural network

N.V. Andrievskaya - Ph. D. (Eng.), Associate Professor, Department of of Automation Means, Perm National Research Polytechnic University. E-mail: nataly-anv@mail.ru

Optimization problems on many-weighted dynamic graphs

R.A. Kochkarov - Ph.D. (Econ.), Deputy IT Director, Financial University under the Government of the Russian Federation (Moscow). E-mail: rasul_kochkarov@mail.ru A.A. Kochkarov - Ph.D. (Phys.-Math.), Associate Professor of Applied Mathematics Department, Financial University under the Government of the Russian Federation (Moscow); Vice-Chief of R&D Centre, JSC «Academician A.L. Mints Radiotechnical Institute» (Moscow). E-mail: akochkar@gmail.com A.A. Baychorova - Associate Professor of Department of Informatics and Computational Mathematics, Karachay-Cherkessia State University named U.D. Aliyev (Cherkessk). E-mail: abaichora@gmail.com

New approaches to medical and physical rehabilitation of athletes with professional diseases

E.V. Naumenko¹, A.V. Fadeev², E.P. Krainyukov³, I.P. Krainyukov4, V.V. Pyatenko5, G.P. Stepanova6, L.Yu. Marchenko7

1–4 State Scientific Center of the Russian Federation Institute of Biomedical Problems of the RAS (Moscow, Russia)

Using recurrent neural networks for probabilistic classification of the processor architecture of executable files

A. A. Gladkikh¹, M. O. Komakhin², A. V. Simankov³, D. A. Uzenkov4

1, 2, 4 Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

1–4 JSC “INFORION” (Moscow, Russia)

Investigation of possibilities for the monitoring flight tasks performance using the electroencephalogram of a human operator

O.N. Korsun – Dr. Sc. (Eng.) Professor, Head of Laboratory State Research Institute

of Aviation Systems Scientific Center of Russian Federation (Moscow)

E-mail: marmotto@rambler.ru

P.I. Sotnikov – Post-graduate Student,

Bauman Moscow State Technical University

E-mail: sotnikoffp@gmail.com

Signal processing algorithm for neural networks with integrodifferential splines as an activation function and its particular case of image classification

T.K. Biryukova

FRC «Computer Science and Control» of RAS (Moscow, Russia)

Analysis of personality traits of social media users by automatic profile processing

M.A. Stankevich – Engineer, FRC «Computer Science and Control» of RAS (Moscow)

E-mail: stankevich@isa.ru

I.V. Smirnov – Ph.D.(Phys.-Math.), Head of Department, FRC «Computer Science and Control» of RAS (Moscow) E-mail: ivs@isa.ru

N.A. Ignatiev – Student, RUDN Univercity (Moscow)

E-mail: naignatiev@yandex.com

N.V. Kiselnikova – Ph.D.(Psych.), Head of Laboratory, Psychological Institute of Russian Academy of Education (Moscow) E-mail: nv.pirao@gmail.com

M.M. Danina – Ph.D.(Psych.), Senior Research Scientist, Psychological Institute of Russian Academy of Education (Moscow) E-mail: mdanina@yandex.ru

Random antenna theory: first ten years of development and application

O. N. Maslov – Dr.Sc. (Eng.), Professor, Head of Department of Economic and Information Systems, Povolzhskiy State University of Telecommunications and Informatics (Samara)

E-mail: maslov@psati.ru

Application of convolutional neural networks for thematic mapping of time sequences of satellite multispectral images

V.E. Dementiev – Ph.D.(Eng.), Associate Professor,

Department «Telecommunications», Ulyanovsk State Technical University

E-mail: dve@ulntc.ru, vitawed@mail.ru

D.S. Kondratiev – Post-graduate Student, Department «Telecommunications», Ulyanovsk State Technical University E-mail: kondratev.dmitriy@gmail.com

A.G. Frankel – Post-graduate Student, Department «Telecommunications», Ulyanovsk State Technical University E-mail: j.skvoll@gmail.com

Method of analysis of the state of technological processes

A.A. Sychugov – Ph.D.(Eng.), Associate Professor,

Head of Department «Information Security», Tula State University

E-mail: xru2003@list.ru

A.P. Anchishkin – Student,

Department «Information Security», Tula State University

E-mail: alexan999@yandex.ru

D.V. Chernov – Assistant,

Department «Information Security», Tula State University; Head of the Information Security Sector, JSC ADC (Tula) E-mail: cherncib@gmail.com

Methods of analysis of cognitive distortions and the concept of an automated intelligent system for their detection

A.S. Kozharinov1, Yu.A. Kirichenko2, I.V. Afanasiev3, N.P. Labuz4, A.I. Vlasov5

1,2 National University of Science and Technology “MISiS” (Moscow, Russia)

3-5 Bauman Moscow State Technical University (Moscow, Russia)

Network anomaly detection and classification using a combination of two artificial neural networks

O. I. Shelukhin – Dr.Sc. (Eng.), Professor, Head of Department of Information Security, Moscow Technical University of Communication and Informatics

E-mail: sheluhin@mail.ru

V. O. Musatov – Master’s Degree Student, Department of Information Security, Moscow Technical University of Communication and Informatics

E-mail: vladimirus@protonmail.com

Neural network development on the basis of knowledge of environment exposures

K. R. Akhmetzyanov – Post-graduate Student, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: kirill94a@mail.ru

A. A. Yuzhakov – Dr.Sc. (Eng.), Professor, Head of Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: uz@at.pstu.ru

Increasing the efficiency of spam filtering based on machine learning methods in messages different nature

I.А. Chizhova1, E.I. Kublik2, M.S. Chipchagov3, A.I. Labintsev4

1-4 Financial University under the Government of the Russian Federation (Moscow, Russia)

Using artificial intelligence methods to recognize radar stations based on the radio technical parameters of signals with filtering signals from radar stations not taken into account in the training set

B.B. Nikolenko1, D.I. Kuznetsov2, V.A. Podkovkin3, P.B. Popov4, A.N. Nikulina5

1-5 JSC “CNIRTI named after academician A.I. Berg” (Moscow, Russia)

1 bb.nikolemko@gmail.com; 2 utsy@mail.ru; 3 pva.podkovkin@gmail.com; 4 paborpop@gmail.com; 5 alex.post-x@yandex.ru

Reconstruction of a video sequence based on a geometric model using a video descriptor

V.P. Fedosov1, R.R. Ibadov2, S.R. Ibadov3

1-3 Institute for Radiotechnical Systems and Control, Southern Federal University (Rostov-on-Don, Russia)

RNN-based method to classify human natural emotional states from speech

A.K. Alimuradov1, A.Yu. Tychkov2, M.I. Yuskaev3, D.S. Dudnikov4, M.A. Tyurin5, P.P. Churakov6, Z.M. Yuldashev7

1–6 Penza State University (Penza, Russia)

7 St. Petersburg State Electrotechnical University "LETI" (Saint Petersburg, Russia)

The role of the microbiome in colorectal cancer development

R. Schwab1, N. Salim2, A.N. Danilov3, K.O. Tumanova4, A.V. Chjao5, P.V. Koposov6

1 MIND Brain-gut Center (Budapest, Hungary)

2–6 European Medical Center (Moscow, Russia)

2 Russian Medical Academy of Continuous Professional Education (Moscow, Russia)

3 ASTRA-77 LLC (Moscow, Russia)

Development of an intelligent traffic sign recognition system based on computer vision and distillation methods

N.A. Andriyanov1, A. N. Alyunov2, M.A. Morozov3

1,2,3 Financial University under the Government of Russian Federation (Moscow, Russia)
1 naandriyanov@fa.ru, 2 analyunov @fa.ru, 3 mikal12@yandex.ru

Development of a method for processing, grouping and annotating materials from reference and information sites in order to identify fake reviews using the naive Bayes classifier algorithm

M.A. Panov1, I.I. Ivanovichev2

1,2 Ural State University of Economics (Yekaterinburg, Russia)

1 panov79@ya.ru, 2 Ivan0vi4ev.ivan@gmail.com

Program comlex SciLab as a tool for teaching the use of artificial neural networks for processing the results of a chemical experiment

A.S. Kuznetsov1, E.V. Burlyaeva2

1,2 RGSU – Russian State Social University (Moscow, Russia)

1,2 MIREA – Russian Technological University (Moscow, Russia)

1 as_kuznetsov@list.ru, 2 burlyaeva@mirea.ru