Journals
Books
Articles by keyword classification
Using Neural Networks in the Financial Market
S. D. Kulik, A. V. Zhizhilev
Patented Neuronets Decisions
K. I. Tkachenko
Patented Neuronets Decisions
K. I. Tkachenko
Using Neural Networks in the Financial Market
S. D. Kulik, A. V. Zhizhilev
Methodological support of perspective automation means complex design (v)
V.G. Belenkov
Recognition and Classification of Gray Image Objects on the Basis of the Modified Correlation Relation
L. V. Bokut, A. Ya. Kuleshov
Hybrid Method for Classification of Biosignals Based on Fuzzy Logic Decisions and Neural Networks Technology
V.V. Zhilin, S.A Filist, Al?-Muaalemi Vail Abdulkarim
Automatic Classification Electroencephalogram on the Basis of their Wavelet-Batch Operation
N.T. Abdullayev, O.A. Dishin, Kh.Z. Samedova
Conversion of ultrafast signals in real time systems
Yu. V. Koltzov
Conversion of ultrafast signals in real time systems
Yu. V. Koltzov
Multi-step algorithm based on neural network committee for analysis of multi-dimensional time series
S. A. Burikov, S. A. Dolenko, T. A. Dolenko, I. G. Persiantsev
The simulator of seismic signals for security systems
K.V. Kostenko, V.F. Shevtsov
Statistical Analysis of Accident Proneness of Drivers
V.V. Dementienko, S.V. Gerus
The Sequence Analysis Algorithm of the Radial Artery Pulse Signal Diagnostic Significant Indices
A.A. Desova, J.A. Dorofeyuk, V.V. Gychyk
Distributed neural network based solving of classification task on selective clustering approach
V. V. Ayuyev
Modular neural network classifier for air target recognition
A. V. Bobin, O. A. Mishulina, A. V. Slatin
Study of genetic algorithms for multilayer perceptron training
L. G. Komartsova, D. S. Kadnikov
Qualifiers of Graphic Objects, as an Element of the Medical Data Analysis System
O.M. Grigorieva
Application of artificial neural networks in the tasks of fault detection in the behaviour of complex dynamic objects
D. M. Klionskiy., A. K. Bolshev
On the formation of inference rules in fuzzy systems
M. V. Artemenko, S. V. Kolotkova
Method of estimating of interoperability for document management system as an open information system
V. I. Vorobiev, F. S. Kortikov
Classification and presentation of images of machine parts with the help of machine vision systems running sql server
D. A. Roshchin
Quasioptimal Classification Algorithm «Human/Group» in Guard Seismic System
V.V. Korobov, I.O. Martukhovich, M.A. Rajfeld, A.V. Sosnovsky
Recognition of the Person in the Conditions of Influence of Animals for the One-Item Radiowave Sensor
N.V. Onufriev, A.V. Skridlevsky
Typological analysis of radial artery pulse signal spectral charachteristics
A.A. Desova, V.V. Gychyk, A.A. Dorofeyuk, J.A. Dorofeyuk
The classification of the basic elements of production and application of methods of simulation for production management
K.O. Mukhin
Classification of sequences of signals based on codes
А.А. Konichenko, A.V. Sokolov
Categorization of websites for blocking web pages with inappropriate content
D.V. Komashinskiy, I.V. Kotenko, A.A. Chechulin
Complicated objects classification method based on analysis of structural functions of slow waves
I.I. Volkov, S.G. Emelyanov, S.A. Filist
Indistinct neural-net technologies for separation of segments with pathologic formations and morphological structures in medical images
R.A. Tomakova, S.A. Filist, A.A. Naser
Parametric bio impedance models for indentification of the live systems functional condition
Kaboos Derhim Ali Kassim, I.A. Klyuchikov, O.V. Shatalova, Ya Zar Doe
Classifying of Aircraft Trajectories using Artificial Intelligence Methods
V.I. Goncharenko
Adaptive Classification of Radar Signals According to Polarization Parameters
N.S. Akinshin, A.V. Boldin, R.P. Bistrov, A.V. Khomyakov
H 264/AVC Stream video standart quality dependence on video content characteristics
O.I. Sheluhin, A.S. Filinova, A.A. Tenjakshev
Neural network approach for bank credit risk evaluation
A.M. Poroshina
Principles of creation of joint data processing algorithm from different making measurements facilities
V.A. Tretyakov, V.G. Sashchenko
Functions of the office of district court
E.V. Smirnova
Complex approach to the problem of analyzing and processing multicomponent measurements signals on the basis of multiscale and spectral methods of high resolution
V.V. Geppener, D.M. Klionskiy., N.I. Oreshko
Species and the importance of innovation for the development of social and economic systems
P.S. Zubkova, M.V. Sivjakova
Features of neural network classification of objects in images
A.N. Ulyanov
Formalisation reflection content natural-language information resources
A.M. Potapenko, R.N. Rusanov
Classification of radio signals in neural networks
A.V. Kuzovnikov
Heterogeneuus NARX neural networks: application for failure identification
D.S. Kozlov, Yu.V. Tyumentsev
Optimization of the method for allocation of low-amplitude potentials using heart electrical activities models
E.R. Galimzyanov
Neural networks for the construction of the permissibility bounds in the «structure - property» problem
E.I. Prokhorov
Objects classification in the case analisys textured color images
A.I. Sherstobitov, V.I. Marchuk, D.V. Timofeev, R.A. Sizyakin
Credit scoring based on artificial neural networks
A.M. Poroshina
Optimisation of radio-electronic control systems. Synthesis of optimal control. Classification of method of solution of optimal control problem. Dynamic programming. Pontryagin-s maximum principle
V.S. Verba, S.G. Kapustyan, V.I. Merkulov, V.P. Khar-kov
Integration dental and postural systems patients with sub- and decompensation functional statement
Е.А. Solovykh
The neuronetwork qualifier of process of biosynthesis on extent of limitation by the substratum
A. Volodin, E.V. Lubentcova, A.A. Evdokimov, V.F. Lubentcov
Selection of kernel parameters and parameter method for nonlinear classifiers
L.I. Dvoiris, V.A. Geraschenkov
Optimisation of radio-electronic control systems. Synthesis of optimal control
V.S. Verba, S.G. Kapustyan, V.I. Merkulov, V.P. Khar-kov
Algorithms of digital image processing for melanoma diagnosis
Uk Kang, S-J. Bae, N. Oboukhova, G. Papayan
Estimation of information value of features used for echocardiography image processing
A.O. Bobkova, S.V. Porshnev, V.S. Kublanov
The neuronetwork qualifier of process of biosynthesis on extent of limitation by the substratum
А.A. Volodin, E.V. Lubentcova, A.A. Evdokimov, V.F. Lubentcov
Models and algorithms of text fragments classification using radial basis function neural networks
A.A. Sirota, A.V. Tsurikov, M.A. Dryuchenko
Correlation analysis in signals classification systems
N.P. Filimonov, T.N. Bodikova
Using fractal processing for detection and classification of random radio signals
A.V. Kuzovnikov
The probabilistic model for decision-making in the intelligent detection and identification system
A.V. Avramov - Ph. D. (Eng), Assosiate Professor, Head of Depaetment, Air Force Academy named after Professor N.E. Zhukovsky and Yu.A. Gagarin (Voronezh)
Approach to classification of the digital signals in access monitoring systems
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)
Choosing a basis for technology ointments
N.S. Miheeva - Post-graduent student, All-Russian Institute of Medicinal and Aromatic Plants, Moscow, Russia
V.F. Okhotnikova - Ph.D. (Pharm.), Manager of Pharmaceutical Technology Section, All-Russian Institute of Medicinal and Aromatic Plants, Moscow, Russia. E-mail: vilarnii@mail.ru
T.A. Sokolskay - Dr.Sc. (Pharm.), Professor, All-Russian Institute of Medicinal and Aromatic Plants, Moscow, Russia
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
Debugging facilities of microprocessor systems
A.M. Valitov - Expert, Moscow regional branch of Fund of social insurance
M.M. Valitov - Engenier, MIREA
M.S. Valitov - Ph.D.(Eng.), MIREA. E-mail: valitovms@mail.ru
M.S. Valitova - Master, MIREA
M.A. Samoilova - Student, MIREA. E-mail: himerik@mail.ru
Combined algorithm automobile license plates detection
I.N. Trapeznikov - Postgraduate student, Yaroslavl State University. E-mail: trapeznikoff@list.ru
A.L. Priorov - Dr.Sc. (Eng), Associate Professor, Yaroslavl State University. E-mail: andcat@yandex.ru
A.A. Noskov - Postgraduate student, Yaroslavl State University. E-mail: noskoff.andrey@gmail.com
E.A. Aminova - Postgraduate student, Yaroslavl State University. E-mail: lena@piclab.ru
Classification and generation of images with a hierarchically connected neural network
Diane Sekou Abdel Kader - Post-graduate Student, Assistant, HVE Department of Control Engineering, Moscow State Institute of Radio Engineering, Electronics and Automation. E-mail: sekoudiane1990@gmail.com
Relevance vector method in pattern recognition signals from seismic detection system
L. I. Dvoyris - Dr.Sci. (Eng.), Professor
P. V. Potapov
Classification model of objects of detection in wire-wave detection and recognition device
N. Ya. Sinyavski - Dr.Sci. (Eng.), Professor
N. V. Onufriev - Ph.D. (Eng.), Associate Professor
Yu. A. Kondratiev
Nomogram of hemodynamic states for parameters of blood pressure
M.V. Voitikova - Ph.D. (Phys.-Math.), Leading Research Scientist , Institute of Physics, National Academy of Sciences, , Minsk, Belarus. E-mail: voitikova@imaph.bas-net.by
R.V. Khursa - Ph.D. (Med.), Assoсiate Professor, Belarusian Medical State University, Minsk, Belarus. E-mail: Rvkhursa@tut.by
The formation of the pattern radar images of ships using a limited set of experimental data
S. N. Pushchinskiy - Ph.D. (Eng.), Senior Research Scientist, JSC «Concern «Vega»
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
Questions of interpretation radar images at microwave imaging
P.V. Denisov - Research Center for Earth Operative Monitoring. E-mail: denisov@ntsomz.ru
S.E. Zaytsev - Ph.D. (Eng.), Joint Stock Company «Military Industrial Corporation «NPO Mashinostroyenia». E-mail: mailto:ZaiSergei@mail.ru
Е.A. Коstyuк - Ph.D. (Eng.), Research Center for Earth Operative Monitoring. Е- mail: kostiuk@inbox.ru
E.F. Tolstov - Dr. Sci. (Eng.), Professor, Head of Department of «Aerocon» company. E-mail: e_tolstov@mail.ru
O.E. Tsvetkov - Ph.D. (Eng.) JSC «Corporation Phazotron - NIIR». E-mail: al.vetckov@yandex.ru
The principles of the active forms
Yu. N. Lapygin - Dr. Sc. (Econom.), Professor, Presidential Academy of National Economy and Public Administration (Vladimir branch). E-mail: L1953@mail.ru
D. Yu. Lapygin - Ph. D. (Econom.), Associate Professor, Presidential Academy of National Economy and Public Administration (Vladimir branch). E-mail: lapygin_denis@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
Neural-network methods of piecewise-regular object recognition
А. V. Savchenko - Ph.D. (Eng.), Associate Professor, National Research University Higher School of Economics (N. Novgorod); 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 «Electronics and Computer Networks», Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: vladimir.milov@gmail.com
Hierarchical system of intellectual analysis and recognition of audio and video objects
А. V. Savchenko - Ph.D. (Eng.), Associate Professor, National Research University Higher School of Economics (N. Novgorod); 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 «Electronics and Computer Networks», Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: vladimir.milov@gmail.com
Developing a genetic algorithm for digital filters design to classify biomedical signals and testing the algorithm on known property signals
V.A. Belobrodsky Post-graduate Student, Medical Cybernetics Lab, Faculty of Computer Science, Voronezh State University S.D. Kurgalin Dr.Sc.(Phys.-Math.), Head of the Department of Digital Technologies, Faculty of Computer Science, Voronezh State University Ya.A. Turovsky Ph.D.(Med.), Associate Professor, Head of the Medical Cybernetics Lab, Faculty of Computer Science, Voronezh State University A.A. Vahtin Ph.D.( Phys.-Math.), Associate Professor, Programming and Information Technology Department, Faculty of Computer Science, Voronezh State University
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)
Synthesis collectives hybrid fuzzy evaluation model of the complex systems
N.A. Korenevskiy - Dr. Sc. (Eng.), Professor, Head of Department of Biomedical Engineering, Southwest State University (Kursk). E-mail: kstu-bmi@yandex.ru K.V. Razumova - Post-graduate Student, Southwest State University (Kursk). E-mail: myelectronworld@mail.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
Approach to automation identification measurement of signals in telecommunication systems
T.I. Lapina - Ph.D. (Eng.), Associate Professor, Chair of Information Systems and Technologies, South-West State University (Kursk). E-mail: lapinati@mail.ru D.V. Lapin - Senior Research Scientist, Institute Scientific Researches (Kursk). E-mail: lapindv@mail.ru
Hybrid multi-agent classifiers in bioengineering systems of diagnosis of the disease and onitoring prescribing
М.А. Efremov - Ph. D. (Eng.), Associate Professor, Chair of Information Security and Communication Sys-tems, South-West State University (Kursk). E-mail: efremov_ma@mail.ru О.V. Shatalova - Ph. D. (Eng.), Associate Professor, Chair of Biomedical Engineering, South-West State University (Kursk). E-mail: shatolg@mail.ru V.V. Fedyanin - Post-graduate Student, Chair of Biomedical Engineering, South-West State University (Kursk). E-mail: fedyanin.50@mail.ru А.N. Shutkin - Ph. D. (Phis.-Math.), Deputy Head of the Institute for Studies, Voronezh Institute of the State Fire Service (Voronezh). E-mail: anshutkin@mail.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
The approach to identifying non-stationary states of complex objects
A.A. Elshin, A.V. Elshin
Way of text classification based on use of neural networks and semantic attributes
A.V. Pavlenko, A.Yu. Novikov
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
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
Methods of control of the specialized technical systems
E.V. Naidenov - Post-Graduate Student, Assistant, Department of Electronics and Microprocessor Technology, Smolensk Branch of the National Research University Moscow Power Engineering Institute (Smolensk). E-mail: nzettez@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
Method of classification of stationary and non-stationary objects according to the dynamic infrared images obtained complexes with unmanned aerial vehicles
I.N. Ischuk - Dr. Sc. (Eng.), Associate Professor, Head of Department, MESC «Zhukovsky-Gagarin Air Force Academy» (Voronezh) E-mail: boerby@rambler.ru A.M. Filimonov - Post-graduate Student, MESC «Zhukovsky-Gagarin Air Force Academy» (Voronezh) E-mail: flyfil87@mail.ru E.A. Stepanov - Post-graduate Student, MESC «Zhukovsky-Gagarin Air Force Academy» (Voronezh) E-mail: stepanovevgeniy@mail.ru K.V. Postnov - Post-graduate Student, MESC «Zhukovsky-Gagarin Air Force Academy» (Voronezh) E-mail: konstantin_postnov_88@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
The synthesis method of hybrid fuzzy decision-making models for the state assessment and biotechnology systems control
N.А. Korenevskiy - Dr.Sc. (Eng.), Professor, Head of Department of Biomedical Engineering, Southwestern State University, Kursk E-mail: kstu-bmi@yandex.ru V.V. Serebrovskiy - Dr.Sc. (Eng.), Professor, Department of Program Engineering, Southwestern State University, Kursk E-mail: kstu-bmi@yandex.ru K.V. Razumova - Post-graduate Student, Department of Biomedical Engineering, Southwestern State University, Kursk E-mail: kstu-bmi@yandex.ru I.I. Khripina - Post-graduate Student, Department of Biomedical Engineering, Southwestern State University, Kursk E-mail: kstu-bmi@yandex.ru
The algorithm for constructing membership functions by statistical processing of expert estimates
A.V. Eliseev - Dr.Sc. (Eng.), Leading Research Scientist, Federal Research-and-Production Centre, Rostov-on-Don Radio Communication Scientific Research Institute E-mail: eliseev_av65@mail.ru N.Ju. Muzychenko - Dr.Sc. (Eng.), Leading Research Scientist, Federal Research-and-Production Centre, Rostov-on-Don Radio Communication Scientific Research Institute E-mail: muzichenko_n@mail.ru M.O. Roibu - Engineer, Federal Research-and-Production Centre, Rostov-on-Don Radio Communication Scientific Research Institute E-mail: mxmr@mail.ru
Monte-Carlo methods in problems of development recognition subsystems
L.I. Dvoyris - Dr. Sc. (Eng.), Professor M.V. Kobzar K.D. Galev
Effective method of selection of informative features in pattern recognition
L.I. Dvoyris - Dr. Sc. (Eng.), Professor M.V. Kobzar K.D. Galev
Evaluation of algorithms for decision making in the means detection
N.V. Onufriev - Ph. D. (Eng.), Assistant Professor
Integrated systems of an identification: the directions of development on the basis of methods of a coordinate and coherent and indirect identification
A.V. Avramov - Ph.D. (Eng.), Associate Professor, Head of Subdepartment, MERC AF «Professor N.E. Zhukovsky and Yu.A. Gagarin Air Force Academy» (Voronezh) E-mail: andry_a@inbox.ru S.B. Zhironkin - Dr.Sc. (Eng.), Professor, Head of Science-Research Laboratory, Aerospace Defense Military Academy Named After G.K. Zhukov (Tver) V.O. Chervakov - Ph.D. (Eng.), Professor, Military Training Center of BMSTU (Moscow)
Capabilities application of artificial neural networks for classification phonocardiogram signals
W.M. Ayedh - Post-graduate Student, Department «Biomedical and Electronic Systems and Technology», Vladimir State University named after A.&N. Stoletovs E-mail: walid_aed@mail.ru W.A. Al-Haidri - Post-graduate Student, Department «Biomedical and Electronic Systems and Technology», Vladimir State University named after A.&N. Stoletovs E-mail: fawaz_tariq@mail.ru R.V. Isakov - Ph. D. (Eng.), Associate Professor, Department «Biomedical and Electronic Systems and Technology», Vladimir State University named after A.&N. Stoletovs E-mail: Isakov-RV@mail.ru L.T. Sushkova - Dr. Sc. (Eng.), Professor, Head of Department «Biomedical and Electronic Systems and Technology», Vladimir State University named after A.&N. Stoletovs E-mail: ludm@vlsu.ru
A convolutional fuzzy neural network for classification tasks
K.P. Korshunova - Post-graduate Student, Department of Computer Facilities, The Branch of National Research University "Moscow Power Engineering Institute" in Smolensk E-mail: ksenya-kor@mail.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)

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)

Comparative analysis of algorithms of automatic classification of coordinate information in multiposition radio systems on the basis of the self-organized neural network and method of average shift

E.A. Kirsanov¹, V.A. Tatarintsev²

1-2 MESC AF «N.E. Zhukovsky and Y.A. Gagarin Air Force Academy»

Methods and algorithms for classifying air targets by importance based on data from an airborne radar system Part 1. Two-stage ranking of air targets according to the degree of danger during the operation of radar in the multipurpose tracking mode

A.S. Bogachev¹, I.R. Zagrebelnyi², V.I. Merkulov³

1-3 JSC «Corporation «Vega» (Moscow, Russia)

Method of forming a rational set of test trajectory options to increase the reliability of performance evaluation during testing of radar information tools

R.A. Gudaev¹, I.V. Chebotar², S.V. Kulikov³, Z.F. Shaidulin4, M.T. Baldytchev5, М.S. Smirnov6

1,3,6 Mozhaysky Military Space Academy (Saint Petersburg, Russian)

2,4,5 Military University of Radioelectronics (Cherepovets, Russian)

Graphics Accelerators as a training tool for neural networks signal synthesis of various physical principles of action

V.А. Ivanov, V.V. Maksimov, K.D. Galev

Huang-Hilbert transform and application in signal processing of seismic detection tools

L.I. Dvoiris, V.А. Ivanov, K.D. Galev

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

An overview of intellectual methods of controlling innovative scientific and technical projects

E.N. Gorlacheva¹, N.P. Goncharova²

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

  1 gorlacheva@yandex.ru, 2 nataly.gonn79@gmail.com

Study of the effectiveness of consideration of spatial orientation of objects of observation to solve the classification problem by polarization attributes

A.A. Kopylov¹, I.V. Zimin²

1 PJSC «Radiofizika» (Moscow, Russia)

1,2 Moscow Institute of Physics and Technology (State University) (Moscow, Russia)

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

Instrumental support for solving the classification problem in forensic diagnostics of the biological age of an unidentified individual

N.V. Gridina – Junior Research Scientist, Assistant of Department, 

G.V. Zolotenkova – Ph.D.(Med.), Senior Research Scientist, Associate Professor of Department, 

A.I. Rogachev – Research Engineer, 

Yu.I. Pigolkin – Corresponding Member, Dr.Sc.(Med.), Professor, Main Research Scientist, Head of Department. 

Fuzzy relations in the classification of spatial objects in the geo-information system

A.V. Voronin – Ph.D. (Eng.), Associate Professor, Leading Research Scientist, 

Federal Research Center «Computer Sciences and Control» of the Russian Academy of Sciences E-mail: aleksey.v.v@mail.ru

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

Model of classification of observation objects under conditions of intersection of their motion paths based on joint analysis of trajectory and polarization information

E.E. Smirnov1, A.A. Pozdniakov2, M.S. Parshin3

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

Model of classification of observation objects under conditions of intersection of their motion paths based on joint analysis of trajectory and polarization information

E.E. Smirnov1, A.A. Pozdniakov2, M.S. Parshin3

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

Application of ensembles of classification mathematical models to improve the accuracy of automated diagnostics of diabetic retinopathy

A.N. Narkevich1, T.Н. Mamedov2

1,2 FSBEI HE Prof. V.F. Voino-Yasenetsky KrasSMU MOH Russia (Krasnoyarsk, Russia)

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

A.N. Chesalin1

1 MIREA - Russian Technological University (Moscow, Russia)

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

Hierarchical classifier of short text fragments construction algorithm based on fuzzy graph clustering

P.V. Dudarin – Post-graduate Student, Department «Information Systems», Ulyanovsk State Technical University E-mail: pavel.dudarin@gmail.com

N.G. Yarushkina – Dr. Sc. (Eng.), Professor, Head of Department «Information Systems», Ulyanovsk State Technical University E-mail: jng@ulstu.ru

To the question of forecasting of technical state of aviation electronic equipment

V.P. Sidorchuk – Ph. D. (Eng.), Associate Professor, Department «Onboard Avionics Exploitation», 

MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh)

E-mail: sidorchukvova@gmail.com

V.A. Сuprian – Post-graduate Student , Department «Onboard Avionics Exploitation», 

MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh)

E-mail: thuper14041987@mail.ru

Detecting characteristics of the detection and recognition subsystems for an arbitrary number of object classes

Л.И. Двойрис – д.т.н., профессор

А.Н. Гомонов – к.т.н., доцент

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

Analysis of efficiency of the bagging for binary classification at technical diagnostics

Yu.E. Kuvayskova – Ph.D.(Eng.), Associate Professor, Department «Applied Mathematics and Informatics»,

Ulyanovsk State Technical University

E-mail: u.kuvaiskova@mail.ru

V.N. Klyachkin – Dr.Sc.(Eng.), Professor, Department «Applied Mathematics and Informatics», 

Ulyanovsk State Technical University

E-mail: v_kl@mail.ru

Diagnostics of technical state of the equipment using aggregated classifiers

V.N. Klyachkin – Dr.Sc.(Eng.), Professor, Department «Applied Mathematics and Informatics»,  Ulyanovsk State Technical University

E-mail: v_kl@mail.ru

Yu.E. Kuvayskova – Ph.D.(Eng.), Associate Professor, Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University

E-mail: u.kuvaiskova@mail.ru

D.A. Zhukov – Post-graduate Student, Department «Applied Mathematics and Informatics»,  Ulyanovsk State Technical University

E-mail: zh.dimka17@mail.ru

Synthesis stable to recognition the radio signals with controlled coupling between in-phase and quadrature components

P.S. Pokrovsky – Ph.D.(Eng.), Associate Professor, Department «Radio Control and Communications»,  Ryazan State Radio Engineering University E-mail: paulps@list.ru

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

Study of the effectiveness of using polarization attributes to solve the problem of classification of radar objects

A.A. Kopylov – Post-graduate Student, 

Moscow Institute of Physics and Technology (State University);

Engineer, PJSC «Radiofizika» (Moscow)

E-mail: kopylov@phystech.edu

E.G. Parinov – Post-graduate Student, 

Moscow Institute of Physics and Technology (State University);

Engineer, PJSC «Radiofizika» (Moscow)

I.V. Zimin – Ph.D. (Eng.), Head of the Laboratory of Radiophysics and Satellite Communication, 

Moscow Institute of Physics and Technology (State University)

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

Neural network synapses analysis technology for input features study

R.V. Isakov – Ph.D. (Eng.), Associate Professor, Department of Biomedical and Electronic Means and Technologies, Federal state budgetary Educational Institution of Higher Education  «Vladimir State University named after A.G. and N.G. Stoletovs»

E-mail: Isakov-RV@mail.ru

Network traffic database creation for automation of Android mobile applications classification

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

S. D. Erokhin – Ph.D. (Eng.), Associate Professor, Rector of Moscow Technical University of Communication and Informatics

E-mail: s.d.erokhin@gmail.com

V. V. Barkov – Assistant Lecturer, Department of Information Security, Moscow Technical University of Communication and Informatics

E-mail: viacheslav.barkov@gmail.com

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

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)

Biotechnical system for automated HER2-status determination in breast cancer via fluorescent in situ hybridization (FISH)

D.S. Makhov1, G.S. Razmakhaev2, E.N. Slavnova3, A.V. Samorodov4

1,4 Bauman Moscow State Technical University (Moscow, Russia)

2,3 Oncocytology department, P.A. Hertzen Moscow Oncology Research Institute (Moscow, Russia)

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)

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)
 

Model for through wall detecting a person using bioradar

O.F. Antonov, Y.A. Sergeev, S.G. Kovalenko

An age-invariant face recognition model

V.A. Ivanov, A.A. Smirnov, K.D. Galev

System analysis of educational digital ecosystems in the agro-industrial complex

V.I. Budzko1, V.I. Medennikov2

1 National Research Nuclear University MEPhI (Moscow, Russia)
1,2 Federal Research Center «Computer Science and Control» of the Russian Academy of Sciences (Moscow, Russia)
 

Recognition of diabetic retinopathy on digital images of the fundus using convolutional neural networks of deep learning

A.N. Narkevich1, T.Н. Mamedov2, D.V. Dzyuba3

1–3 FSBEI НЕ Prof. V.F. Voino-Yasenetsky Krasnoyarsk State Medical University MOH Russia (Krasnoyarsk, Russia)

Biomarkers in the practice of biology and medicine (Literature review. Part 1)

G.A. Tikhonova1, O.V. Kotov2, A.A. Markin3

1–3 Federal State Budgetary Institution of Science State Scientific Center of the Russian Federation –
Institute of Biomedical Problems of the Russian Academy of Sciences (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)

A way to build a correlation-extreme navigation system based on the Hilbert transform

E.P. Vinogradova1

1 St. Petersburg State University of Aerospace Instrumentation (SUAI) (St. Petersburg, 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

Comparing the performance of deep learning models running on client device and in cloud

A.I. Kanev1

1 Bauman Moscow State Technical University (Moscow, Russia)

1 aikanev@bmstu.ru

Sentiment analysis of text on social networks

A.A. Zhurina1, S.V. Prokopchina2, P.E. Ryabov3, E.Yu. Shchetinin4

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

1 alena21081998@yandex.ru; 2 svprokopchina@fa.ru; 3 peryabov@fa.ru; 4 eyshchetinin@fa.ru

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

Application of machine learning methods for analysis of the mental state of a person

L.A. Kovalkova1, A.A. Kochkarov2, E.Yu. Shchetinin3

1–3 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 mila.kovalkova.ai@gmail.com, 2 akochkarov@fa.ru, 3 eyshchetinin@fa.ru

Advantages and machine learning role in assessing the enterprises competitiveness in the digital economy

O.A. Saltykova1, V.D. Saushkin2

1,2 RUDN University named after. Patrice Lumumba (Moscow, Russia)

1 olga_a_saltykova@mail.ru; 2 kingrailag@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

Software project management: life cycle models and development methodologies, analysis and classification

K.S. Myshenkov1, D.A. Gurianov2

1,2 Bauman Moscow State Technical University (National Research University) (Moscow, Russia)
1myshenkovks@bmstu.ru, 2guryanovda@student.bmstu.ru

The methodology of designing antenna systems of central stations located at unique non-specialized facilities

I.M. Naryshkin1

1 JSC “SIB RS” (Samara, Russia)

1 nim@siprs.ru

Vibration sensor as the basis of an equipment monitoring system

E.S. Yanov1, A.V. Antsev2, M.S. Vorotilin3, E.I. Minakov4, S.V. Prokopchina5

1 JSC NPO «SPLAV named after. A.N. Ganichev» (Tula, Russia)

2–4 Tula State University (Tula, Russia)

5 Financial University under Government of Russian Federation (Moscow, Russia)

1dexaik@mail.ru

Comparative analysis of neural network models for classification of earth surface zones from optical images

E.A. Antokhin1, A.A. Zalishchuk2, V.A. Nenashev3, S.А. Nenashev4

1-4 St. Petersburg State University of Aerospace Instrument Engineering (St. Petersburg, Russia)

1 fresguap@mail.ru; 2 sacha1501@yandex.ru; 3 nenashev.va@yandex.ru; 4 nenashev_sergey178@mail.ru

An approach to the formation of intellectual academic genealogy using large language models

I.M. Lerner1, A.Kh. Marinosyan2, S.G. Grigoriev3, A.R. Yusupov4, M.A. Anikyeva5, G.A. Garifullina6

1 Kazan National Research Technical University named after A.N. Tupolev – KAI (Kazan, Russia)

2,3 Moscow City Pedagogical University (Moscow, Russia)

4 Bashkir State Pedagogical University named after M. Akmully (Ufa, Russia)

5 Siberian Federal University (Krasnoyarsk, Russia)

6 Kazan National Research Technological University (Kazan, Russia)

1 aviap@mail.ru, 2 marinos.andrey@yandex.ru, 3 grigorsg@yandex.ru, 4 azat.yusupov@bk.ru, 5 MAnikieva@sfu-kras.ru, 6 gulnarakdrv03@mail.ru

Optimization of neural network architecture using genetic algorithms: a case study in diabetes prediction

Hou Menhai1

1 Peoples' Friendship University of Russia (Moscow, Russia)

1 houmenhai@gmail.com