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

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

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

«Color» classification of signals distributions

Yu.N. Klikushin - Dr.Sc. (Eng.), Professor, Department «Technology of Electronic Equipment», Omsk State Technical University. Е-mail: iit@omgtu.ru V.Yu. Kobenko - Ph.D. (Eng.), Associate Professor, Department «Technology of Electronic Equipment», Omsk State Technical University. Е-mail: kobra_vad@rambler.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

Radio technical objects classification on principles of radio electronic means archive adaptation to a current radio electronic environment

V.F. Shpak - Ph. D. (Eng.), Head of Laboratory, JSC «Taganrog Scientific Research Institute of Communications». E-mail: niis@pbox.ttn/ru A.V. Getmanchuk - Head of Sector, JSC «Taganrog Scientific Research Institute of Communications». E-mail: niis@pbox.ttn/ru

Impact of packet sampling on classification of network traffic by machine learning methods

O.I. Sheluhin - Dr.Sc. (Eng.), Professor, Head of Department "Information Security and Automation", Moscow Technical University of Communications and Informatics. E-mail: sheluhin@mail.ru Yu.A. Kalugin - Post-graduate Student, Department of "Information Security and Automation", Moscow Technical University of Communications and Informatics. E-mail: derron210@gmail.com

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

The neural network classification problem approach based on the relation-features

K.P. Korshunova - Post-graduate Student, The Branch of National Research University «Moscow Power Engineering Institute» in Smolensk. E-mail: ksenya-kor@mail.ru

The solution of the problem of objects classification in the conditions of parametrical uncertainty and class intersection

A.V. Getmanchuk - Head of Sector, JSC «Taganrog Scientific Research Institute of Communications» E-mail: niis@pbox.ttn/ru

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)

Classification model of HCM based on the analysis of phase structure parameters of heart activity

V.Yu. Soboleva – Statistical Programmer I, Parexel International (Moscow); Master of Science,

Department “Medical and Technical Information Technologies” (BMT-2),

Bauman Moscow State Technical University

E-mail: vitalina.soboleva@yandex.ru

A.I. Malakhov – Ph.D. (Eng.), Associate Professor, Department “Medical and Technical Information Technologies” (BMT-2), Bauman Moscow State Technical University

E-mail: aimalakhov@bmstu.ru

V.Yu. Kaplunova – Dr. Sc. (Med.), Chief Research Scientist, NIO “Metabolic Syndrome” Research Center,

Department of Hospital Therapy No. 1, Faculty of Medicine, I.M. Sechenov First Moscow State Medical University

E-mail: kaplunovavy@mail.ru

A.M. Levando – Software Engineer, Bitrobotics; Master of Science, Department “Medical and Technical Information Technologies” (BMT-2), Bauman Moscow State Technical University

E-mail: anton-leva@yandex.ru

M.S. Shmatkova – Analyst, Venta Grande; Master of Science, Department “Medical and Technical Information Technology” (BMT-2) Bauman Moscow State Technical University

E-mail: shmatkova.maria@gmail.com

Method for building a model of the functioning of the on-board equipment of spacecrafts based on a classification scheme of interactions of subsystems

A.I. Loskutov¹, V.A. Klykov², A.V. Stolyarov³, D.A. Penkov4

1-3 Mozhaysky Military Space Academy (Saint Petersburg, Russia)

4 Military Unit № 31659 (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

Application of cascading classification algorithms to improve in-trusion detection systems

A.N. Chesalin1

1 MIREA - Russian Technological University (Moscow, Russia)

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

The use of neural networks for solving classification problems in diagnosing malfunctions of transport systems

V.V. Belousov1, O.V. Druzhinina2, E.R. Korepanov3, I.V. Makarenkova4, V.V. Maksimova5

1-5 FRС «Computer Science and Control» of RAS (Moscow, Russia)

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)

Application of superresolution in identifying aircraft based on the Doppler portraits

D.G. Mitrofanov – Dr. Sc. (Eng.), Professor, Senior Research Scientist, Research Centre,

Vasilevsky Military Academy of Air Defense Forces RF (Smolensk)

E-mail: mdgvapvo@yandex.ru

D.S. Grigoryan – Dr. Sc. (Eng.), Professor, Vasilevsky Military Academy of Air Defense Forces RF (Smolensk) E-mail: dan-grigoryan@yandex.ru

V.V. Gerasimov – Ph. D. (Eng.), Associate Professor, Senior Research Scientist,

Department of Scientific Work Organization, Vasilevsky Military Academy of Air Defense Forces RF (Smolensk)

A.V. Romanenko – Deputy Head of Research Division, Research Centre,

Vasilevsky Military Academy of Air Defense Forces RF (Smolensk) E-mail: raw120987@mail.ru

Anticlassification algorithm for targeted computer attack detection in web-oriented honeypot

A.S. Vishnevsky – Post-graduate Student, Information Security Department, Faculty of Informatics and Control Systems, Bauman Moscow State Technical University

E-mail: andrey.s.vishnevsky@gmail.com

P.G. Klyucharev – Ph.D. (Tech.), Associate Professor, Information Security Department, Faculty of Informatics and Control Systems, Bauman Moscow State Technical University

E-mail: pk.iu8@yandex.ru

Acute toxicity determination of silver, titanium dioxide and carbon nanoparticles using international standards

E.A. Gosteva1, S.V. Agasieva2, K.D. Belik3, P.D. Zubareva4

1–4 Peoples’ Friendship University of Russia (Moscow, Russia)

Application of machine learning methods in plagiarism detection systems in order to solve the problem of highly specialized concepts

I.I. Starkov1, A.I. Vlasov2

1,2 Bauman Moscow State Technical University (Moscow, Russia)

Application of machine learning methods in plagiarism detection systems in order to solve the problem of highly specialized concepts

I.I. Starkov1, A.I. Vlasov2

1,2 Bauman Moscow State Technical University (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)

Design of a data generation model for solving classification problems in the diagnosis of transport system malfunctions

O.V. Druzhinina1, E.R. Korepanov2, A.A. Petrov3, I.V. Makarenkova4, V.V. Maksimova5

1,2,4,5 FRC «Computer Science and Control» of Russian Academy of Sciences (Moscow, Russia)

3 Bunin Yelets State University (Yelets, Russia)

The 3D-objects recognition by a short-pulse laser location system based on morphological analysis of reflected signals

I.M. Akhmetov1, L.V. Labunets2, Ya.I. Efryushkina3

1–3 Bauman Moscow State Technical University (Moscow, Russia)

2 Russian New University (Moscow, Russia)

Development of instrumental and methodological support for assessing the technical condition of transport system nodes using neural networks, fuzzy and stochastic modeling algorithms

O.V. Druzhinina1, E.R. Korepanov2, A.A. Petrov3, I.V. Makarenkova4, V.V. Maksimova5

1,2,4,5 Federal Research Center «Computer Science and Control» of Russian Academy of Sciences (Moscow, Russia)

3 Bunin Yelets State University (Yelets, Russia)

1 ovdruzh@ipiran.ru, 2 ekorepanov@ipiran.ru, 3 xeal91@yandex.ru, 4 imakarenkova@ipiran.ru, 5 vmaksimova@mail.ru

Modern methods of computer vision and their practical application in the problem of defectoscopy of integrated circuits

A.Yu. Shafigullina1, D.I. Klimov2, T.T. Mamedov3, I.R. Gubaidullin4

1–4 Joint Stock Company "Russian Space Systems" (Moscow, Russia)

2 National Research University "Moscow Power Engineering Institute" (Moscow, Russia)

1 postgraduate contact@spacecorp.ru, 2 klimov.di@spacecorp.ru,
3 mamedov.tt@spacecorp.ru, 4 gubaidullin.ir@spacecorp.ru

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