Journals
Books
Articles by keyword machine
The Properties of Orthocorrelational Image Shift Discriminators
A. V. Gapon
Elements of the Theory of Inverse Correlational Problems
D. V. Vasilyev, A. V. Gapon
Turing Machine as the Associative Neurocomputer
G.M. Alakoz, R.V. Svetlov
Control in the adjustment of vertical channel of an unmanned aircraft
A. V. Poltavskiy
Hybrid model of the computing process: generalization of the Turing machine concept
O. N. Granichin, V. I. Vasiljev
The formation of the computing systems and complex for the military purposes at the strategic missile troops origin
P. A. Mikhailov, A. V. Rozhnov, P. A. Belavkin
Vibrational Reliability of the Centrifugal Machine
M. A. Kuzin
The concept of artificial intelligence and society as a heuristic source of ideas for a new generation neurocomputer
V. M. Rozin
The adaptive algorithm of a speed control of flight of the flying machine
V.P. Kharkov, I.S. Mikhalev
Algebraic Bayesian networks: automated learning problems
A. L. Tulupyev, A. A. Filchenkov, N. A. Valtman
An atrial arrhythmia classification using wavelet transform of the ECG and machine learning approach
M.V. Voitikova, A.P. Voitovich
The idea of neurocomputing in сomprehensive Turing test
А.U. Аlekseev, S.A. Ignatov, T.A. Konjkova
Checking semantic integrity of relational data using state machines
A.V. Malikov, A.A. Evdokimov, D.K. Parkhomenko
Engineering of high precision coordinate measuring machine with CNC
P.N. Yemelyanov, S.E. Ped?, I.E. Kholin
Features of neural network classification of objects in images
A.N. Ulyanov
The internal state sequence period of pseudorandom number generator RC4
A.V. Babash, D.S. Kudiyarov
Classification of image distortion type in task of noreference image quality assessment
V.V. Khryashchev, A.L. Priorov, V.E. Solovyev, A.M. Shemiakov
Technologies of extracting information about events in real time
V.D. Solovyev
Results field tests on the stability of modern means of detecting to weathering disturbances
L.I. Dvoyris, D.V. Lutsenko, R.A. Mikhailov, V.S. Zavyalov
Estimation of information value of features used for echocardiography image processing
A.O. Bobkova, S.V. Porshnev, V.S. Kublanov
Detection of pilotless flying machines by optiko-electronic devices of the infra-red range of lengths of waves
V.A. Solovjov, M.V. Zhendarev, A.V. Kypreev, I.V. Yakimenko
The Korsakov Protoneurocomputer
A.Yu. Аlekseev
Multiscale processes modeling in cluster structures
V.I. Vorob-ev - Dr. Sci. (Eng.), Professor, Head of laboratory, SPIIRAS M.Yu. Petrov - Leading programmer, SPIIRAS V.I. Shkirtil - Ph. D., Associate Professor, Head of Laboratory, SPIIRAS
System of speech recognition for Russian language, using deep neural networks and finite state transducers
M.Yu. Zulkarneev - Ph.D. (Phys.-Math.), Senior Research Scientist, SRI «Spetsvuzavtomatyka». E-mail: zulkarneev@mail.ru
S.А. Penalov - Ph.D. (Phys.-Math.), SRI «Spetsvuzavtomatyka». E-mail: s.repalov@niisva.org
N.G. Shamraev - Research Scientist, SRI «Spetsvuzavtomatyka». E-mail: ncam1977@yahoo.ru
Relevance vector method in pattern recognition signals from seismic detection system
L. I. Dvoyris - Dr.Sci. (Eng.), Professor
P. V. Potapov
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 production technology of SiC bulk crystal slicing
V. V. Popov - Ph.D. (Eng.), General Director, JSC «Svetlana», St.-Peterburg
V. N. Vyuginov - Ph.D. (Eng.), Director, CJSC «Svetlana-Semiconductors», St.-Peterburg. E-mail: mail@svetlana-ep.ru
N. K. Travin - Leading Engineer, CJSC «Svetlana-Semiconductors», St.-Peterburg. E-mail: travin@svetlana-ep.ru
Connectionism as an engineering methodology for biomedical radioelectronics
A.Yu. Alekseev - Ph.D. (Philos.), Associate Professor, Department of Informatization of Culture, Moscow State University of Culture and Arts, Coordinator of research programs of the Scientific Council of RAS on the methodology of artificial intelligence (Moscow, Russia). E-mail: аа65@list.ru
Face detection algorithm in case the additive white gaussian noise in image
L.A. Smaglit - Post-graduate Student, Yaroslavl State University. E-mail: shmaglit_lev@yahoo.com
A.L. Priorov - Dr. Sc. (Eng.), Associate Professor, Yaroslavl State University. E-mail: andcat@yandex.ru
V.V. Khryashchev - Ph. D. (Eng.), Associate Professor, Yaroslavl State University. E-mail: vhr@yandex.ru
D.V. Matveev - Master of Degree, Applied Mathematics and Computer Science, Yaroslavl State University. E-mail: yar_volley@inbox.ru
The production technology of SiC bulk crystal slicing
V. V. Popov - Ph.D. (Eng.), General Director, JSC «Svetlana», St.-Peterburg
V. N. Vyuginov - Ph.D. (Phys.-Math.), Director, CJSC «Svetlana-Semiconductors», St.-Peterburg. E-mail: mail@svetlana-ep.ru
N. K. Travin - Leading Engineer, CJSC «Svetlana-Semiconductors», St.-Peterburg. E-mail: travin@svetlana-ep.ru
Development orientation and positioning system for aviation system of collective salvation
A. O. Slavyanskiy - Post-graduate Student, Baltic State Technical University «VOENMECH» named D.F. Ustinov, St. Petersburg. E-mail: slavynskiy@raki.aero
E. V. Volkov - Post-graduate Student, Planes design department, Moscow Aviation Institute (National Research University)
M. A. Ruzakov - Ph.D.(Econ.), Head of HIO-5, Moscow Aviation Institute (National Research University). E-mail: ruzakovm@mail.ru
O. S. Dolgov - Dr.Sc. (Eng.), Professor, Vice-Head of School №1 «Aviation technique», Moscow Aviation Institute (National Research University). E-mail: ruzakovm@mail.ru
O. V. Koledaev - Research Scientist, Siberian Siberian State Aerospace University, Krasnoyarsk
Accurate estimation method of indirectly amount evaluation in electromechanics
Е. А. Chabanov - Ph.D. (Eng.), Associate Professor, Perm National Research Polytechnic University. E-mail: ceapb@mail.ru
А. I. Sudakov - Ph.D. (Eng.), Associate Professor, Perm National Research Polytechnic University. Е-mail: sudakov38@mail.ru
The main directions of reducing labour intensity of manufacturing parts and elements in machine workshop production in OJSC Pluton
U.V. Polyakov - Main Production Engineer, Deputy Director по производству, JSC «Pluton» (Moscow)
V.I. Larin - Head of Machining Sector, JSC «Pluton» (Moscow)
Neurophilosophy
A.V. Chechkin - Corresponding Member of Technological Sciences Academу of RF, Dr.Sc. (Phys.-Math.), Professor, Military Academу (Moscow). E-mail: a.chechkin@mail.ru
A.Yu. Alexeev - Ph.D. (Phil.), Associate Professor, Department of Informatization of Culture, FSBEO Moscow State University of Culture and Arts, Coordinator of Research Programs of the Scientific Council, RAS of the Methodology of Artificial Intelligence (Moscow). E-mail: aa65@list.ru
Yu.Yu. Petrunin - Ph.D. (Eng.), Dr.Sc. (Philos.), Professor, Strategic Communications Chair of State Management Department of the Moscow State University. E-mail: Petrunin@spa.msu.ru
A.V. Savelyev - Senior Research Scientist, Patent agency «©Uniquely honest patenting» (Moscow). E-mail: gmkristo@rambler.ru
E.A. Yankovskaya - Ph.D. (Philos.), Assistant Professor, FSBEO Moscow State University of Economics, Statistics and Informatics MGUESI (MESI) (Moscow). E-mail: altertum@gmail.com
Application of Adobe Flash platform in visual perception tachistoscopic studies: Hardware  software system
I. Yu. Zherdev - Centre of experimental psychology, MCUPE; Institute of psychology, RAS, Moscow. E-mail: ivan866@mail.ru
The production technology of SiC bulk crystal slicing
V.V. Popov - Ph.D. (Eng.), General Director, JSC «Svetlana», St.-Peterburg V.N. Vyuginov - Ph.D. (Phys.-Math.), Director, CJSC «Svetlana-Semiconductors», St.-Peterburg. E-mail: mail@svetlana-ep.ru N.K. Travin - Leading Engineer, CJSC «Svetlana-Semiconductors», St.-Peterburg. E-mail: travin@svetlana-ep.ru
Neurophilosophy as conceptual neurocomputing
A.Yu. Alexeev - Ph.D. (Phil.), Associate Professor, Department of Informatization of Culture, Moscow State University of Culture and Arts. E-mail: aa65@list.ru V.G. Kuznetcov - Dr.Sc. ( Phil.), Professor, Head of Chair of Philosophy and Methodology Science, Lomonosov Moscow State University. E-mail: Walery-Kus@yandex.ru Yu.Yu. Petrunin - Dr.Sc. (Phil.), Professor, Strategic Communications Chair, State Management Department, School of Public Administration of the Moscow State University. E-mail: Petrunin@spa.msu.ru A.V. Savelyev - Senior Research Scientist, Head of the Patent agency «©Uniquely honest patenting» www.patenttt.narod.ru (Moscow). E-mail: gmkristo@rambler.ru E.A. Yankovskaya - Ph.D. (Phil.), Assistant Professor, Department of Social Sciences and Technologies, National University of Science and Technology, Moscow. E-mail: altertum@gmail.com
3D-semantics of cognitive biomedicine dictionary and Kor-sakov-Turing machine
A.Yu. Alekseev - Ph.D. (Philos.), Associate Professor, Moscow State Institute of Culture; Visiting Fellow of Institute of Philosophy of Russian Academy of Sciences; Science Coordinator of Research Programs of the Scientific Council of Artificial Intelligence Methodology of RAS(Moscow). E-mail: aa65@list.ru
Neurocomputing Turing test (Churchlands test)
A.Yu. Alekseev - Ph.D. (Philos.), Associate Professor, Moscow State Institute of Culture. E-mail: aa65@list.ru
Artificial neural network method operative mapping using unmanned aerial vehicles
M.V. Akinin - Ph. D. (Eng.), Junior Research Scientist, RSREU (Ryazan). E-mail: akinin.m.v@gmail.com N.V. Akinina - Post-graduate Student, RSREU (Ryazan). E-mail: natalya.akinina@gmail.com M.B. Nikiforov - Ph. D. (Eng.), Associate Professor, RSREU (Ryazan). E-mail: nikiforov.m.b@evm.rsreu.ru A.V. Sokolova - Undergraduate, RSREU (Ryazan). E-mail: alexandra.sokolova00@mail.ru A.I. Taganov - Dr. Sc. (Eng.), Professor, Head of Department, RSREU (Ryazan). E-mail: alxtag@yandex.ru
Structural and functional scheme of recognition and risk identification in control system of robotic multifunction machine
A.V. Grivachev Post-graduate Student, South-Western State University (Kursk) E-mail: Garpun-22@mail.ru S.G. Emelyanov Dr.Sc. (Eng.), Professor, Rector, South-Western State University (Kursk) E-mail: rector@swsu.ru M.V. Borodin Ph.D. (Eng.), Associate Professor, Chair of Information Systems and Technologies, South-Western State University (Kursk) E-mail: borodin_mikhail@mail.ru
Production model for the coordination of NON-conflict arrangement of a group of intellectual robots
A.G. Kurochkin - Post-graduate Student, South-Western State University (Kursk). E-mail: ak76@kursk.ru S.G. Emelyanov - Dr.Sc. (Eng.), Professor, Rector, South-Western State University (Kursk). E-mail: rector@swsu.ru M.V. Borodin - Ph.D. (Eng.), Associate Professor, Chair of Information Systems and Technologies, South-Western State University (Kursk). E-mail: borodin_mikhail@mail.ru
The development of expert systems based of production approach
E.A. Titenko - Ph.D. (Eng.), Associate Professor, Chair of Information Systems and Technologies, South-Western State University (Kursk). E-mail: johntit@mail.ru T.I. Lapina - Ph.D. (Eng.), Associate Professor, Chair of Information Systems and Technologies, South-Western State University (Kursk). E-mail: lapinati@mail.ru V.A. Khanis - Student, South-Western State University (Kursk). E-mail: uinfo@mail.ru T.I. Mirtalibov - Dr.Sc. (Eng.), Professor, South-Western State University (Kursk)
Interpretation of Semen Korsakov's machines in terms of set operations
A.S. Mikhaylov - Ph.D. (Eng.), Associate Professor, Cybernetics Department of National Research Nuclear University (MEPhI, Moscow). E-mail: almikh@mail.ru
Information system of machinery equipment enterprise
R.A. Fayzrakhmanov - Dr.Sc. (Econ.), Professor, Acting Head of the Department of Information Technology and Automation Systems, Perm National Research Polytechnic University. E-mail: itas@pstu.ru A.B. Fedorov - Senior Lecturer, Department of Information Technology and Automation Systems, Perm National Research Polytechnic University. E-mail: fab@perm.ru N.F. Shayakbarov - Post-graduate Student, Assistant, Department of Information Technology and Automation Systems, Perm National Research Polytechnic University. E-mail: nfsh88@gmail.com
Preliminary studies of software for automatic testing of round rotor synchronous machines using HIL modeling
D.А. Istselemov - Head of Electric Drive Division of Engineering Department of CJSC NIPO; Post-graduate Student, Department of Electrical Engineering and Electromechanics, Perm National Research Polytechnical University. E-mail: novator@runbox.com E.V. Lyubimov - Ph.D. (Eng.), Professor, Department of Electrical Engineering and Electromechanics, Perm National Research Polytechnical University. E-mail: lis@pstu.ru D.A. Dadenkov - Senior Lecturer, Department of Microprocessor Automation Equipment, Perm National Research Polytechnical University. E-mail: dadenkov@mail.ru
Processing unstructured textual data for support of search and rescue operations
D.A. Devyatkin - Junior Research Scientist, Institute for Systems Analysis of FRC CSC RAS (Moscow). E-mail: devyatkin@isa.ru A.O. Shelmanov - Junior Research Scientist, Institute for Systems Analysis of FRC CSC RAS (Moscow). E-mail: shelmanov@isa.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
Paradoxes of the computer creativity and the neurocomputing Lovelace test
A.Yu. Alekseev - Ph.D. (Philos.), Leading Research Scientist, Philosophy Faculty, Lomonosov Moscow State University, Associate Professor, Moscow State Institute of Culture; Science Coordinator of research programs of the Scientific Council of Artificial Intelligence Methodology of RAS. E-mail: aa65@list.ru T. Pozarev - Post-graduate Student, Philosophy Faculty, Department of Philosophy and Metodology of Science, Lomonosov Moscow State University. E-mail: todor_pozarev@icloud.com
The application of neurocomputer in religious studies
A.Yu. Alekseev - Ph.D. (Philos.), Leading Research Scientist, Philosophy Faculty, Lomonosov Moscow State University; Associate Professor, Moscow State Institute of Culture; Science Coordinator of research programs of the Scientific Council of Artificial Intelligence Methodology of RAS. E-mail: aa65@list.ru E.M. Voinov - HR graduat, Philosophy Faculty, Lomonosov Moscow State University. E-mail: voinov.elisey@yandex.ru
Memristors and - Philosophy
A.Yu. Alekseev - Ph.D. (Philos.), Leading Research Scientist, Philosophy Faculty, Lomonosov Moscow State University; Associate Professor, Moscow State Institute of Culture; Science Coordinator of Research Programs of the Scientific Council of Artificial Intelligence Methodology of RAS, Moscow, Russia. E-mail: aa65@list.ru
Multi-platform approach to reverse debugging of virtual machines
P.M. Dovgalyuk - Ph. D. (Eng.), Associate Professor, Novgorod State University. E-mail: pavel.dovgaluk@gmail.com M.A. Klimushenkova - Junior Research Scientist, Novgorod State University. E-mail: maria.klimushenkova@ispras.ru D.S. Dmitriev - Junior Research Scientist, Novgorod State University. E-mail: denis.dmitriev@ispras.ru V.A. Makarov - Ph. D. (Eng.), Associate Professor, Novgorod State University. E-mail: vladimir.makarov@ispras.ru
Design and analysis of algorithm no-reference image quality assessment based on local binary patterns
A.L. Priorov - Dr.Sc. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University. E-mail: andcat@yandex.ru I.S. Nenakhov - Post-graduate Student, P.G. Demidov Yaroslavl State University. E-mail: zergoodsound@gmail.com V.V. Khryashchev - Ph.D. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University. E-mail: vhr@yandex.ru
Video sequence from ceiling cameras analysis for human detection
V.V. Khryashchev - Ph.D. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University. E-mail: vhr@yandex.ru D.V. Matveev - Post-graduate Student, P.G. Demidov Yaroslavl State University. E-mail: yar_volley@inbox.ru А.А. Lebedev - Master Student, P.G. Demidov Yaroslavl State University. E-mail: lebedevdes@gmail.com I.S. Nenakhov - Post-graduate Student, P.G. Demidov Yaroslavl State University. E-mail: zergoodsound@gmail.com
The identification of transient processes of powerful turbogenerators in operating conditions by graphoanalitical, probabilistic and statistical methods
A.I. Sudakov - Ph.D. (Eng.), Associate Professor, Department "Electrical Engineering and Electromechanics" Perm National Research Polytechnic University. E-mail: sudakov38@mail.ru E.A. Chabanov - Ph.D. (Eng.), Associate Professor, Department "Electrical Engineering and Electromechanics" Perm National Research Polytechnic University. E-mail: ceapb@mail.ru
Features of State Machine File synthesis process using Altera Quartus II
S.F. Tyurin - Dr.Sc. (Eng.), Department «Automation and Telemechanics», Perm National Research Polytechnic University. E-mail: tyurinsergfeo@at.pstu.ru I.I. Bezukladnikov - Ph.D. (Eng.), Department «Automation and Telemechanics», Perm National Research Polytechnic University. E-mail: corrector@at.pstu.ru A.A. Yuzhakov - Dr.Sc. (Eng.), Head of Department «Automation and Telemechanics», Perm National Research Polytechnic University. E-mail: uz@at.pstu.ru O.V. Goncharovsky - Ph.D. (Eng.), Department «Automation and Telemechanics», Perm National Research Polytechnic University. E-mail: vfrey@mail.ru
Bioradiolocation in contactless fall detection
M.K. Dremina - Master Degree Student, Biomedical Engineering Department, Bauman Moscow State Technical University E-mail: mary.dremina@student.bmstu.ru L.N. Anishchenko - Ph.D. (Eng.), Associate Professor, Senior Research Scientist, Research Section of Scientific and Educational Complex «Basic Sciences», Bauman Moscow State Technical University E-mail: anishchenko@rslab.ru
Optimizing drying process of pellets with thermal preparation of energy efficiency criterion
V.I. Bobkov - Ph. D. (Eng.), Associate Professor, Department of Electronics and Microprocessor Technology, Smolensk branch of «National Research University «MPEI» E-mail: vovabobkoff@mail.ru
Experience of training specialists on information-analytical systems based on big data technology
A.V. Shmid - Dr. Sc. (Eng.), Professor, Head of Department «Information-analytical systems», HSE (Moscow); Chairman of the Board of «EC-leasing Co.» B.A. Pozin - Dr. Sc. (Eng.), Senior Research Scientist, Professor, Department «Information-analytical system», HSE (Moscow); Technical Director of «EC-leasing Co.» E-mail: contact@ec-leasing.ru
Implementation of machine learning algorithms for spot magnetic characteristics of intrusion detectors enhancement
E.I. Dukhan - Ph. D. (Eng.), Assistant Professor А.E. Dukhan V.Yu. Sazonov
The use of mechanism DBMS to evaluate the intensity of the false positive detection equipment at the stage of field tests
D.V. Lutsenko - Ph. D. (Eng.), Assistant Professor L.A. Maitakova - Ph. D. (Eng.), Assistant Professor A.N. Tolmachev - Ph. D. (Eng.), Assistant Professor R.A. Mikhailov
Reduction of preparatory and final processing time by grouping parts according to the used tools
I.N. Isakov - Leading Process Engineer, JSC «KBP named after Academician A. Shipunov»; Post-graduate Student, Department «Technology of Mechanical Engineering», Tula State University E-mail: ISAKOVIVAN71@yandex.ru
Weakly-sparse filters in image recognition
B.A. Knjazev - Research Engineer, Bauman Moscow State Technical University E-mail: bknyazev@bmstu.ru V.M. Chernenkiy - Dr.Sc. (Eng.), Head of Department of Information processing system and Management, Bauman Moscow State Technical University E-mail: chernen@bmstu.ru
The transfer of coordinates of three-dimensional CAD models in the space of a workpiece in a machining robotic complexes
A.B. Lyukhter - Ph. D. (Eng.), Adviser, Voronezh State University E-mail: 3699137@mail.ru M.Yu. Zvyagin - Ph. D. (Phys.-Math.), Associate Professor, Voronezh State University E-mail: muz1953@yandex.ru A.S. Golubev - Ph. D. (Eng.), Associate Professor, Department «Physics and Applied Mathematics», Voronezh State University E-mail: andrey.golubev@vlsu.ru D.V. Rodionov - Post-graduate Student, Department «Physics and Applied Mathematics», Voronezh State University E-mail: d3391rod@gmail.com
Designing a software and hardware platform for an unmanned mobile robot to solve the problem of constructing a motion path

A.M. Andreev(1), V.S. Kolesnikov(2), V.M. Chernenkiy(3)

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

2 Penza State University (Penza, Russia)

1 arkandreev@gmail.com; 3 iu5vmch@mail.ru

Application of machine learning algorithms and neural networks for SCG signal classification

N.S. Konnova – Ph.D. (Eng.), Associate Professor, Bauman Moscow State Technical University

E-mail: nkonnova@bmstu.ru

V.Yu. Khaperskaya – Post-graduate Student, Bauman Moscow State Technical University

E-mail: lynx.lg@gmail.com

Theoretical and methodological foundations of biofeedback

O.E. Petrunia – Ph.D. (Philos.), Associate Professor, Department of Philosophy, Moscow Aviation Institute  (National research university) 

E-mail: hypostasis@yandex.ru 

L.V. Poskotinova – Dr.Sc. (Biol.), Associate Professor, 

N. Laverov Federal Center for Integrated Arctic Research of RAS (Arkhangelsk)

E-mail: liliya200572@mail.ru

Machine learning in psycho-physiological state assessment by bioradar means

L.N. Anishchenko – Ph.D. (Eng.), Associate Professor, Senior Research Scientist, Research Section of scientific  

and Educational Complex “Basic Sciences”, Bauman Moscow State Technical University

E-mail: anishchenko@rslab.ru

A.V. Turetskaya – Student, Department “Biomedical Engineering”, Bauman Moscow State Technical University

E-mail: asi300@yandex.ru

A.S. Bugaev – Academician of RAS, Dr. Sc. (Phys.-Math.), Laboratory of Remote Sensing of the Scientific 

and Educational Complex “Fundamental Sciences”, Bauman Moscow State Technical University

E-mail: rslab@rslab.ru

Optimization of effort estimation assessment in software development based on the COCOMO model and its extensions

V.A. Galkin Ph.D. (Eng.), Associate Professor,

Information Processing and Control Systems Department, Bauman Moscow State Technical University

E-mail: galkin@bmstu.ru

I.S. Biushkin Master,

Information Processing and Control Systems Department, Bauman Moscow State Technical University

E-mail: biushkin.iwan@yandex.ru

Improving the efficiency of education in a technical university

T.A. Onufrieva – Ph.D.(Eng.), Associate Professor, 

«Information Systems and Networks» Department, Kaluga Branch of the Bauman MSTU

E-mail: onufrievata@mail.ru

A.S. Sukhova – Student, 

«Information Systems and Networks» Department, Kaluga Branch of the Bauman MSTU

Е-mail: nastya_s@kaluga.ru

Reducing errors in estimating coordinates of radar objects due to machine learning

V.N. Zhurakovsky – Ph.D.(Eng.), Associate Professor, 

Bauman Moscow State Technical University

The task of the computing search of the pattern with genetics algorithms

Evgeniy A. Titenko¹, Tatyana I. Lapina², Oleg G. Dobroserdov³, Alexey N. Schitov4, Evgeny V. Taldykin5

1−5 South-West State University (Kursk, Russia) 1 2 3

 johntit@mail.ru,  lapinati@mail.ru,  serfingk@yandex.ru

The approach to increasing the efficiency of convolution algorithms in modern high-availability systems

E.I. Goncharov, P.L. Iljin, V.I. Munerman, T.A. Samoylova

Smolensk State University (Smolensk, Russia)

Development of a method for assessing the quality of machine translation based on ensemble methods in machine learning

A.V. Kozina, Yu.S. Belov

Kaluga Branch of the Bauman MSTU (Kaluga, Russia)

Prediction of perioperative parameters of laparoscopic organ-sparing interventions on the kidney taking into account the surgeon's "learning curve"

V.N. Gridin¹, I.A. Kuznetsov², A.I. Gazov³, E.S. Sirota4

1,2,3,4 Design Information Technologies Center Russian Academy of Sciences (DITC) (Moscow Region, Odintsovo, Russia)

4 I.M. Sechenov First Moscow State Medical University (Moscow, Russia)

A A simulation model of data on the technical condition of the functional systems of the radar when solving the problem of forecasting failures

V.M. Antoshina – Part-programming Engineer, 

JSC «A.L. Mints Radiotechnical Institute» (Moscow), HSSI MPTI

E-mail: vantoshina@rti-mints.ru

I.B. Zager – Head of the Educational Part – Deputy Head of the Department, 

Lomonosov Moscow State University

E-mail: igor2007@bk.ru

A.S. Logovsky – General Designer, 

JSC «A.L. Mints Radiotechnical Institute» (Moscow)

E-mail: logovsky@rti-mints.ru

K.V. Lvov – Student, 

Faculty of Physics, Lomonosov Moscow State University

E-mail: lvov.kv14@physics.msu.ru

A.Yu. Perlov – Head of Sector, 

JSC «A.L. Mints Radiotechnical Institute» (Moscow) E-mail: aperlov@rti-mints.ru

Application of convolutional neural networks for malignant skin lesions recognition on digital skin images

K.M. Paraskevopulo¹, A.N. Narkevich², K.A. Vinogradov³

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

3 Department of Medical Faculty, FSBEI HE Prof. V.F. Voino-Yasenetsky KrasSMU MOH Russia (Krasnoyarsk, Russia)   

Cluster analysis of information system users based on keyboard dynamics characteristics

A.P. Karpenko, Yu.V. Yamchenko, D.S. Dubrovkin

Bauman Moscow State Technical University (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

Application of machine learning algorithms for solving information security problems

Yu.V. Vinogradov – Head of Department, LLC «SSEC-Service» (Moscow)

E-mail: vinogradov_yv@ssec.ru

A.N. Nazarov – Dr.Sc.(Eng.), Professor, FRC «Computer Science and Control» of RAS (Moscow) E-mail: a.nazarov06@bk.ru

A.K. Sychev – Leading Mathematic Engineer, LLC «SSEC-Service» (Moscow) E-mail: sychev_a_k@mail.ru

Method of synthesis of a digital antenna array with logic signal processing

S. E. Mishchenko¹, V. V. Shatskiy², P. N. Bashly³, M. S. Mishchenko4

1, 2 Rostov-on-Don Research Institute of Radio Communication (Rostov-on-Don, Russia)

3, 4 Russian Customs Academy, Rostov-on-Don Branch (Rostov-on-Don, Russia)

Applying and comparing multiple machine learning techniques to detect fraudulent credit card transactions

D.V. Berezkin, Shi Runfang, Li Tengjiao

Bauman Moscow State Technical University (Moscow, Russia)

Application of intelligent technologies for modeling of controlled switching systems

D.Y. Openkin1, S.V. Chernomordov2

1,2 Yelets Bunin Yelets State University (Yelets, Russia) 

System design of neurocomputers on microcontrollers in conditions of limited resources

K.V. Selivanov1, V.S. Klimachev2

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

Comprehensive assessment and ensurement of chemical and biological safety in the healthcare system using machine learning technologies

E.A. Voronin1, S.V. Kozlov2, N.K. Thuong3

1,2 Federal Research Center “Informatics and Management” of the RAS

An approach to assessing the technical condition of elements and nodes of transport systems using neural network modeling methods and digital twin technology

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)

Two-stage procedure of neural network sentiment analysis for texts in russian

A.S. Volkov1, M.V. Chernenky2, E. Yu. Silantieva3

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

Representation and modeling of adaptive algorithms for control of transport systems in the form of finite hierarchical automata

V.Yu. Stroganov1, E.V. Zelentsova2

1 Bauman Moscow State Technical University (Moscow, Russia)

A computer system for searching and evaluating thermal anomalies in volcano images

I.P. Urmanov1, S.P. Korolev2, A.N. Kamaev3

1–3 Computing Center FEB RAS (Khabarovsk, Russia)

Application of artificial intelligence systems in electrocardiography

A.I. Vlasov1, S.E. Gyulmalieva2, Y.S. Liber3, S. Abdulkade4

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

Development of algorithmic support for modeling nonlinear control switching systems

A.A. Petrov1, O.V. Druzhinina2, O.N. Masina3

1, 3 Bunin Yelets State University (Yelets, Russia)

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

High-precision interpolation of the GNSS satellites orbits by machine learning on extended SP3-data

A.S. Pustoshilov – Post-graduate Student, Siberian Federal University (Krasnoyarsk)

E-mail: alphasoft@inbox.ru

S.P. Tsarev – Dr.Sc. (Phys.-Math.), Professor, Siberian Federal University (Krasnoyarsk)

E-mail: sptsarev@mail.ru

Precise modeling of slant total electron contents with multidimensional free interpolation

M.M. Valikhanov – Ph.D. (Eng.), Associate Professor, Siberian Federal University (Krasnoyarsk)

E-mail: mvalikhanov@sfu-kras.ru

V.V. Denisenko – Dr.Sc. (Phys.-Math.), Professor, Siberian Federal University (Krasnoyarsk); 

Institute of computational modeling SB RAS (Krasnoyarsk)

E-mail: denisen@icm.krasn.ru

S.P. Tsarev – Dr.Sc. (Phys.-Math.), Professor, Siberian Federal University (Krasnoyarsk) E-mail: sptsarev@mail.ru

Two-point free nonlinear interpolation of coordinates and velocities of navigation satellites from SP3 data

A.S. Pustoshilov – Post-graduate Student, Siberian Federal University (Krasnoyarsk)

E-mail: alphasoft@inbox.ru

Yu.Yu. Ushakov – Ph.D. (Phys.-Math.), Associate Professor, Siberian Federal University (Krasnoyarsk) E-mail: yushakov@sfu-kras.ru

S.P. Tsarev – Dr.Sc. (Phys.-Math.), Professor, Siberian Federal University (Krasnoyarsk) E-mail: sptsarev@mail.ru

Neurological disease prediction using machine learning methods

K.S. Myshenkov1, Nekoula Haddad 2

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

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

Analysis of methods for extracting information from text data

G.S. Ivanova1, P.A. Martynyuk2

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

Transformers and their application in credit scoring

D.V. Isaev1, V.G. Feklin2, A.A. Kochkarov3

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

Use of ALEXNET and VGGNET convolutional networks in the problem of image classification of welded joints

T.Yu. Tsibizova1, Abderrazek Abdessellem2

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

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

Basic principles of machine learning methods application for the evaluation of the functioning of radar stations

I.A. Kalinov – Project Manager, JSC «Concern «RTI Systems» (Moscow); 

Post-graduate Student, Moscow Institute of Physics and Technology (State University) E-mail: tej@frtk.ru

A.A. Kochkarov – Ph.D.(Phys.-Math.), Associate Professor, Deputy Director of STC-3, JSC «RTI» (Moscow); 

Senior Research Scientist, V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow)

E-mail: akochkar@gmail.com, AKochkarov@oaorti.ru

S.S. Matveeva – Leading Engineer, JSC «A.L. Mints Radiotechnical Institute» (Moscow) E-mail: s.s.matveeva@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

Method of carrying out defects of printed modules using neural networks

M.A. Romashchenko1, D.V. Vasilchenko2, D.A. Pukhov3, S.Yu. Beleckaya4

1-4 Voronezh State Technical University (Voronezh, Russia)

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)

Exploratory data analysis of dataset with bank card transactions

G.S. Ivanova1, Y.O. Fokina2

1,2 Bauman Moscow State Technical University (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)

The application of cluster analysis methods when developing technological processes

G.V. Shadsky – Dr. Sc. (Eng.), Professor, Tula State University

E-mail: chief.gennadiischadscky@yandex.ru

I.N. Isakov – Leading Process Engineer, JSC «KBP named after Academician A. Shipunov» (Tula);  Post-graduate Student, Department «Technology of mechanical engineering», Tula State University E-mail: isakovivan71@yandex.ru

Experimental model and software for the recognition of mental true and false responses on the basis of electroencephalogram analysis

E.A. Yumatov – Dc. Sc. (Med.), Professor, Academician of the International Academy of Science (Russian Section);  Chief Research Scientist, P.K. Anokhin Research Institute of Normal Physiology (Moscow)

E-mail: eayumatov@mail.ru

V.Yu. Potapov – Engineer, AS “Interfax” (Moscow)

N.A. Karatygin – Ph.D. (Biol.), Research Scientist, P.K. Anokhin Research Institute of Normal Physiology (Moscow)

S.S. Pertsov – Dr.Sc. (Med.), Professor, Corresponding Member of RAS; Deputy Director on Scientific Work, Head of laboratory system mechanisms of an emotional stress, P.K. Anokhin Research Institute of Normal Physiology (Moscow);  Head of Department of Normal Physiology and Medical Physics, Moscow State Medico-Dental University  n.a. A.I. Evdokimov of the Ministry of Health of the Russian Federation

E-mail:s.pertsov@mail.ru

Non-contact automated detection of aggressive human behavior using a multichannel complex

L.N. Anishchenko – Ph.D. (Eng.), Associate Professor, Senior Research Scientist, Biomedical Engineering Department, Research Section of scientific and educational complex “Fundamental Sciences”, Bauman Moscow State Technical University

E-mail: anishchenko@rslab.ru

A.V. Zhuravlev – Ph.D. (Phys.-Math.), Leading Research Scientist, Research Section of scientific and educational complex “Fundamental Sciences”, Bauman Moscow State Technical University

E-mail: azhuravlev@rslab.ru

V.V. Razevig – Ph.D. (Eng.), Senior Research Scientist, Research Section of scientific and educational complex “Fundamental Sciences”, Bauman Moscow State Technical University

E-mail: vrazevig@rslab.ru

M.A. Chizh – Ph.D. (Phys.-Math.), Junior Research Scientist, Research Section of Scientific and Educational Complex “Fundamental Sciences”, Bauman Moscow State Technical University 

E-mail: mchizh@rslab.ru

Monitoring computer systems for anomaly detection by analysis of log files using machine learning techniques

O.I. Sheluhin – Dr. Sc. (Eng.), Professor, Head of the Department of «Information Security», Moscow technical university of communications and informatics,

E-mail: sheluhin@mail.ru

D.V. Kostin – Post-graduate Student, Department of «Information Security», Moscow technical university of communications and informatics,

E-mail: d.v.kostin@mail.ru

Logical and mathematical foundations of von Neumann – Turing imitation strategy and the problem of neurocomputing definition

O. E. Petrunya – Ph.D. (Philos.), Associate Professor, Department of Philosophy of Moscow Aviation Institute (National Research University)

E-mail: hypostasis@yandex.ru

Machine learning for metagraph knowledge base trained on results of text mining

A. I. Kanev – Post-graduate Student, Bauman Moscow State Technical University (Moscow, Russia) E-mail: kanevai@student.bmstu.ru

Approach to the creation of a hybrid intellectual system of determining the location of objects by their photographs

A. V. Proletarsky – Dr.Sc. (Eng.), Professor, Dean of Faculty «Informatics and control systems», Bauman Moscow State Technical University

E-mail: pav@bmstu.ru

D. V. Berezkin – Ph.D. (Eng.), Associate Professor, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: berezkind@bmstu.ru

V. I. Terekhov – Ph.D. (Eng.), Associate Professor, Department of Information Processing Systems and Management, Bauman Moscow State Technical University

E-mail: terekchow@bmstu.ru

P. A. Sekirin – Master’s Degree Student, Department of Information Processing Systems and Management, Bauman Moscow State Technical University

E-mail: sekirinp@gmail.com

I. E. Sergeev – Master’s Degree Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: ilay19940@gmail.com

V. Yu. Sidorov – Master’s Degree Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: sidorow.valentin@gmail.com

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 methods for integral structure non-destructive testing

A. Yu. Viryasova – Master, Bauman Moscow State Technical University

E-mail: virnastya@yandex.ru

A. I. Vlasov – Ph.D. (Eng.), Associate Professor, Department of Design and Production Technology of Electronics, Bauman Moscow State Technical University

E-mail: vlasovai@bmstu.ru

A. A. Gladkikh – Ph.D. (Eng.), Associate Professor, Department of Design and Production Technology of Electronics, Bauman Moscow State Technical University

E-mail: a.gladkikh@inforion.ru

Damaged barcodes repairing problem

A. I. Tur – Post-graduate Student, Assistant, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: tur.aleksandr93@mail.ru

Yu. N. Lipin – Ph.D. (Eng.), Associate Professor, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: y_lipinin@mail.ru

Atomic machine learning

S.Yu. Eremenko − Dr.Sc. (Eng.), Professor, Director of Soliton Scientific Pty Ltd (Sydney, Australia) 

E-mail: sergei@solitonscientific.com

Fast parsing in Java for building neurocomputer systems

R.V. Veiko – Research Scientist, Research Centre for Medical Genetics (Moscow) 

E-mail: db-mail-dbase@yandex.ru 

Multiparametric model for the formation of feature descrip-tions of objects for studying the properties of classification algo-rithms

K.V. Sazonov1, M.V. Tatarka2

1 Military University of Radio Electronics (Cherepovets, Russia)
2 18 Federal State Unitary Enterprise Research Institute of the Ministry of Defense of the Russian Federation (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)

Comparison of supervised AutoML and supervised ML methods for solving image recognition problems

N.A. Andriyanov1, Y.B. Kamalova2, Moiseev G.V.3

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

System for predicting the effective price of ordering a taxi service using machine learning algorithms

V.E. Dementiev1, N.A. Andriyanov2

1 Ulyanovsk State Technical University (Ulyanovsk, Russia)

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

An approach for estimating trees parameters using LiDAR data

S.I. Chumachenko1, V.I. Terekhov2, E.T. Mitrofanov3, I.A. Grishin4

1, 3 Mytishchi branch of Bauman Moscow State Technical University
2, 4 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)

New capabilities of wideband cognitive communication systems operating over ionospheric HF radio channels with intramode dispersion

D.V. Ivanov1, V.A. Ivanov2, N.V. Ryabova3, V.V. Ovchinnikov4

1-4 Volga State University of Technology (Yoshkar-Ola, Russia)

Application of the Seshu-Waxman approach and the Kohonen algorithm to the problem of electrical diagnostics of analogue circuits

S.U. Uvaysov1, V.V. Chernoverskaya2, Nguyen Van Tuan3, Nguyen Viet Dang4

1-4 RTU MIREA (Moscow, Russia)

Approach to neural network modeling of the propagation of electromagnetic waves

A.A. Petrov1, O.V. Druzhinina2, O.N. Masina3

1, 3 Bunin Yelets State University (Yelets, Russia)

2 FRС «Computer Science and Control» of RAS (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)
 

Intelligent analysis of microwave radiothermometry data in medical diagnostics

A.G. Losev1, I.E. Popov2, A.G. Gudkov3, S.V. Chizhikov4

1,2 Volgograd State University (Volgograd, Russia)
3 4 Bauman Moscow State Technical University (Moscow, Russia)
3 LLC Research and Production Innovation Firm HYPERION (Moscow, Russia)
 

Automatic speaker age and gender recognition based on deep neural networks

M.V. Markitantov – Junior Research Scientist,
St. Petersburg Institute for Informatics and Automation of RAS

A.A. Karpov – Dr.Sc.(Eng.), Associate Professor, Main Research Scientist,
St. Petersburg Institute for Informatics and Automation of RAS

Neural network architectures for educational processes modeling

D.D. Matorin1, A.Yu. Cherepkov2, D.S. Zaitsev3

1–3 Bunin Yelets State University (Yelets, 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

Development and study of a method for automated recognition of Parkinson's disease based on a combination of features of motor activity of the hands, mimic activity and facial expressiveness

A.A. Moshkova1, A.V. Samorodov2, N.A. Voinova3, A.K. Volkov4, M.V. Ershova5, E.O. Ivanova6, E.Y. Fedotova7

1,2 Bauman Moscow State Technical University (Moscow, Russia)
3,4 Scientific and Educational Medical-Technological Center of Bauman Moscow State Technical University (Moscow, Russia)
5–7 Research Center of Neurology, 5th neurological department (Moscow, Russia)

Application of intelligent technologies for modeling of controlled switching systems

D.Y. Openkin1, S.V. Chernomordov2

1,2 Yelets Bunin Yelets State University (Yelets, Russia)
 

Method of objects’ verification on radar images using ensembles of neural networks

N.D. Badanina1, V.V. Dudihin2, I. Yu. Mezhuev3, N.S. Novikova4, I.Yu. Yakupov5

1–5 JSC «Distant Radiocommunication Scientific Research Institute» (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)

Analysis of the instrumental support for heterogeneous computing using neural network modeling

A.A. Petrov1, S.V. Chernomordov2, M.A. Kabanov3

1–3 Bunin Yelets State University (Yelets, Russia)

The use of convolutional neural network in the analysis of electrocardiograms

O.V. Nepomnyashchiy1, A.G. Khantimirov2, M.M.I. Al-sagheer3, S. Shabir4

1–4 Siberian Federal University (Krasnoyarsk, Russia)

Analysis of the emotional content of text messages with a mixed code

K.V. Sazonov1, A.A. Makunin2

1,2 Military University of Radio Electronics (Cherepovets, Russia)

Architectural principles for constructing machine learning pipelines for solving the problem of controlling the process of analyzing Earth remote sensing data

D.S. Kumankin1, S.A. Yamashkin2

1,2 National Research Mordovia State University (Saransk, 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)

Use of artificial neural networks to assess the impact of electromagnetic interference

M.A. Romashchenko1, D.V. Vasilchenko2, S.Yu. Beletskaya3

1-3 FSBEI of HE “Voronezh State Technical University” (Voronezh, Russia)

Use of network coding for massive machine type communications

N.A. Yankovskiy1

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

Analysis of the text theme recognition problem using machine learning

E.V. Gordeeva1, R.A. Kochkarov2, A.A. Rylov3

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

Computer vision system for automatic classification of nanocomposites

S.A. Korchagin1

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

1 sakorchagin@fa.ru

Development of a parsing system for the analysis of government contracts

V.V. Melentiev1, D.V. Serdechnyi2, P.V. Nikitin3, S.A. Korchagin4

1 Engels Institute of Technology (branch) of Yuri Gagarin State Technical University of Saratov (Engels, Russia),

2−4 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 melen2004@inbox.ru, 2dvserdechny@fa.ru, 3pvnikitin@fa.ru, 4sakorchagin@fa.ru

About the features of managing the security of automated systems that include neural network technologies

V.I. Budzko1, V.G. Belenkov2, V.I. Korolev3, D.A. Melikov4

1–4 FRC CSC RAS (Moscow, Russia)
1 National Research Nuclear University MEPhI (Moscow, Russia)
4 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 vbelenkov@ipiran.ru, 3 vkorolev@ ipiran.ru, 4 mda-17@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

Using deep machine learning techniques to detect and track athletes in the video data stream

V.V. Khryashchev1, A.L. Priorov2, D.V. Matveev3, Yu.A. Lukashevich4

1–4 Yaroslavl State University named after P.G. Demidov (Yaroslavl, Russia)

1 v.khryashchev@uniyar.ac.ru, 2 andcat@yandex.ru, 3 diman@uniyar.ac.ru, 4 lukashevich.yuriy@gmail.com

Improvement of intelligent data processing methods for monitoring elements of transport infrastructure

M.A. Ludagovskaya1, N.A. Antonov2, M.A. Kabanov3, S.V. Chernomordov4

1 Russian University of Transport (MIIT) (Moscow, Russia)

2-4 Bunin Yelets State University (Yelets, Russia)

1 m.ludagovskaya@gmail.com; 2 nikolayantonov888@yandex.ru; 3 nicsor2010@yandex.ru; 4 chernomor96@list.ru

Improvement of intelligent data processing methods for monitoring elements of transport infrastructure

M.A. Ludagovskaya1, N.A. Antonov2, M.A. Kabanov3, S.V. Chernomordov4

1 Russian University of Transport (MIIT) (Moscow, Russia)

2-4 Bunin Yelets State University (Yelets, Russia)

1 m.ludagovskaya@gmail.com; 2 nikolayantonov888@yandex.ru; 3 nicsor2010@yandex.ru; 4 chernomor96@list.ru

Instrumental support of interactive testing and predictive modeling of students' knowledge level using neural networks

A.Yu. Cherepkov1, D.D. Matorin2, D.S. Zaitsev3

1-3 I.A. Bunin Yelets State University (Yelets, Russia)

1 cherepkov.andrey@mail.ru; 2 dmitr.matorin@yandex.ru; 3 dimanz1997@bk.ru

About the features of managing the security of automated systems that include neural network technologies

V.I. Budzko1, D.A. Melikov2, V.G. Belenkov3

1–3 FRC CSC RAS (Moscow, Russia)
1 National Research Nuclear University MEPhI (Moscow, Russia)
2 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 mda-17@yandex.ru; 3 vbelenkov@ipiran.ru

Application of machine learning methods for automatic test pattern generation process optimization during circuit design

V.I. Kuraedov1

1 National Research University "Moscow Institute of Electronic Technology" (Moscow, Russia)

1 vladimir96k@mail.ru

Methods for predicting failures of functional elements of rocket and space technology products using visual decomposition and machine learning

A.Yu. Viryasova1, A.I. Vlasov2, D.I. Klimov3, T.T. Mamedov4, A.P. Myagkov5

1,3–5 JSC "Russian Space Systems" (Moscow, Russia)

2 Bauman Moscow State Technical University (Moscow, Russia)

1 virnastya@yandex.ru, 2 vlasovai@bmstu.ru, 3 klimov.di@spacecorp.ru,

4 mamedov.tt@spacecorp.ru, 5 contact@spacecorp.ru

Model for describing mivar networks in the format of bipartite and tripartite oriented graphs for decision-making and information processing in machine-building AI

A.A. Kotsenko1, B.S. Goryachkin2, A.G. Bazanova3, A.V. Marushchenko4, O.O. Varlamov5

1–5 Bauman Moscow State Technical University (Moscow, Russia)
1 randeren@mail.ru, 2 bsgor@mail.ru, 3 bazanas@yandex.ru, 4 alexey@marush.com, 5 ovar@narod.ru

Overcoming linguistic barriers in code assistants: creating a Qlora adapter to improve support for russian-language code writing instructions

C.B. Pronin1, A.V. Volosova2, A.V. Ostroukh3, Yu.N. Strogov4

1, 3, 4 Moscow Automobile and Road Engineering State Technical University (MADI) (Moscow, Russia)
2 Bauman Moscow State Technical University (National Research University) (Moscow, Russia)
1 caesarpr12@gmail.com, 2 volosova@bmstu.ru, 3 ostroukh@mail.ru, 4 zelkame@gmail.com

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

Methodology for determining critical elements of an information and measurement system based on forecasting the values of their technical characteristics

V.V. Lisitsky1, D.M. Vyaldin2

1,2 Military Space Academy named after A.F. Mozhaisky (Saint-Petersburg, Russia)

1 vka@mil.ru, 2 dmitriy_vyaldin@mail.ru

Instrumental and methodological support for the assessment and forecasting of knowledge in the pedagogical process

 A.Yu. Cherepkov1, O.V. Druzhinina2

1,2 Bunin Yelets State University (Yelets, Russia)

2 FRС «Computer Science and Control» of Russian Academy of Sciences (Moscow, Russia)

1cherepkov.andrey@mail.ru; 2ovdruzh@mail.ru 

Modern technological tools for creating multidimensional matrix database machines

E.I. Goncharov1, V.I. Munerman2, I.N. Sinitsyn3

1,2 Smolensk State university (Smolensk, Russia)
3 Federal Research Center “Computer Science and Control” of RAS (Moscow, Russia)
1 drbenvey1996@mail.ru, 2 vimoon@gmail.com, 3 sinitsin@dol.ru

Cybersecurity of systems implementing data intensive domains. Part 1. The place of cybersecurity in the protection of information

V.I. Budzko1, V.I. Korolev2, V.G. Belenkov3, P.A. Keyer4

1–4 FRC CSC RAS (Moscow, Russia)
1 National Research Nuclear University MEPhI (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 vkorolev@ ipiran.ru, 3 vbelenkov@ipiran.ru, 4 pkeyer@ipiran.ru

Convolutional neural network and deep machine learning for ECG analysis

O.V. Nepomnyashchiy1, Mohammed Muanis I. Al-Sagheer2, V.N. Khaidukova3, A.V. Sharova4, S.A. Kotov5

1,2,4,5 Siberian Federal University (Krasnoyarsk, Russia)

3 JSC Academician M.F. Reshetnev «Information Satellite Systems» (Zheleznogorsk, Russia)

1 2955005@gmail.com, 2 mahamedali51@yahoo.com, 3 valeriya_iks@mail.ru, 4 withlady@yandex.ru,

5 thiskotov@yandex.ru

Unmanned aerial vehicle location systems. Antenna Arrays

Yu.V. Koltzov1

1 Nizhegorodskiy Research Institute (Nizhny Novgorod, Russia)
1 koltzovyv@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

Extrapolation of trajectories in radar images using recurrent neural networks

V.V. Dudihin1, E.A. Kuzina2, I.Y. Mezhuev3, S.A. Rylov4, I.Y. Yakupov5

1 Moscow State University (Moscow, Russia)
2,4,5 JSC Distant Radiocommunication Scientific Research Institute (Moscow, Russia)
3 Plekhanov Russian University of Economics (Moscow, Russia)
1 dudikhin@spa.msu.ru, 2 ekkuzina@npodr.ru, 3 Mezhuev.IY@rea.ru, 4 srylov@npodr.ru, 5 iyakupov@npodr.ru

Improving the accuracy of blood pressure estimation using a photoplethysmogram due to additional training of an artificial neural network

A.N. Kalinichenko1, L.A. Manilo2, A.P. Nemirko3, E.V. Sadykova4, I.V. Degterev5

1–5 St Petersburg Electrotechnical University (LETI) (Saint-Petersburg, Russian)
2 lmanilo@yandex.ru

On the ethics of artificial intelligence

V.A. Shakhnov1, A.V. Proletarsky2, L.A. Zinchenko3, V.V. Kazakov4, V.V. Terekhov5

1–5 Bauman Moscow State Technical University (Moscow, Russia)

1 shakhnov@mail.ru, 2 pav_mipk@mail.ru, 3 lzinchenko@bmstu.ru,

4 samharm777@gmail.com, 5 vterekhov.bmstu@gmail.com

Using machine learning methods to detect depression among users of the social network Reddit

V.G. Lyalikova1, М.М. Bezryadin2, D.Yu. Golovanov3

1–3 Voronezh state university (Voronezh, Russia)

1 vikalg@yandex.ru, 2 maickel@yandex.ru, 3 dmitry.golovanov.1988@gmail.com

Neural network algorithms for modeling switchable technical systems

O.V. Druzhinina1

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

1 ovdruzh@mail.ru

Unknown objects grasp planning for multi-finger gripper based on attention mechanism

A.D. Voronkov1, S.A.K. Diane2

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

1 a.voronkov.rtu@yandex.ru, 2 sekoudiane1990@gmail.com

Method and algorithm for static virtual machine placement to improve the efficiency of infocommunication system of data centers

A.V. Toutov1, M.P. Farkhadov2

1 Moscow Technical University of Communications and Informatics (Moscow, Russia)

1,2 Institute of Control Sciences of RAS (Moscow, Russia)

1 andrew_vidnoe@mail.ru, 2 mais@ipu.ru

The study of the dynamics of socially significant diseases and their connection with the socio-economic development of the regions of the Russian Federation

L.R. Borisova1, I.S. Sedykh2, M.B. Khripunova3

1 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 lrborisova@fa.ru, 2 isedih@fa.ru, 3 mbkhripunova@fa.ru

Development of an intelligent system for analyzing microscopy of nanocomposites using federated machine learning methods

S.A. Korchagin1

1 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 sakorchagin@fa.ru

The impact of text preprocessing methods on the efficiency of machine learning models for employee loyalty analysis

G.N. Zholobova1, E.D. Sinitsyna2

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 gnzholobova@fa.ru, 2 221766@edu.fa.ru

Algorithmic strategies for processing EMG signals to provide bionic control of upper limb prostheses

M.A. Petrov1, P.E. Chibizov2, E.V. Melikhova3, A.M. Akkanen4, M.P. Nechaev5, A.N. Briko6

1, 2, 4–6 Bauman Moscow State Technical University (Moscow, Russia)
3 Sirius University of Science and Technology (Federal territory «Sirius», Russia)
1 petrovma@student.bmstu.ru

Analysis of natural language processing methods for use in decision support systems in medicine

K.S. Myshenkov1, Nekoula Haddad2

1,2 Bauman Moscow State Technical University (Moscow, Russia)
1 myshenkovks@bmstu.ru, 2 nekoulahaddad@gmail.com

Errors in the operation of neural network systems and malicious machine learning in technical vision tasks

A.V. Ermolenko1, V.M. Polushkin2, M.V. Smirnov3

1,2 FSBI "46 Central Research Institute" of the Russian Ministry of Defense (Moscow, Russia)

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

3 academy@fa.ru

Application of large language models and machine translation technologies in health care

R.A. Kochkarov1, A.M. Poykalaynen2

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 rkochkarov@fa.ru, 2 ampojkalajnen@fa.ru

Machine learning in trading: a trading robot based on a deep learning model

M.V. Dobrina1, V.К. Kaverina2

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 MVDobrina@fa.ru, 2 vkkaverina@fa.ru

Current state of research on the collapse problem of deep learning models

I.V. Statsеnko1, N.A. Andriyanov2, O.S. Shishkin3

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

1,3 foreth35@gmail.com, 2 naandriyanov@fa.ru

Using machine learning to analyze employee loyalty based on textual reviews

G.N. Zholobova1, E.D. Sinitsyna2

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 gnzholobova@fa.ru, 2 katya_sinitsyna@mail.ru

Generation of deep graphs with elements of fractal structure and their application on the example of modeling news networks

V.S. Gavrilov1, R.A. Kochkarov2, A.A. Kochkarov3, D.V. Serdechny4, S.A. Korchagin5

1–5 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 232114@edu.fa.ru, 2 rkochkarov@fa.ru, 3 akochkarov@fa.ru, 4 dvserdechny@fa.ru, 5 sakorchagin@fa.ru

Optimal algorithm for determining the angle of a spatially distributed target

M.Kh. Aksayitov1, E.V. Egorova2, A.N. Ribakov3

1 JSC Concern Granit-Electron (St. Petersburg, Russia)
2 MIREA – Russian Technological University (RTU MIREA) (Moscow, Russia)
3 Russian Research Institute of Automation n. a. N.L. Dukhov (Moscow, Russia)
2 calipso575@gmail.com

Analysis of the problems of predicting the behavior of cognitive radio systems

V.A. Golovskoy1

1 Krasnodar Higher Military School (Krasnodar, Russia)

2 golovskoy_va@mail.ru

Management of organizational system of agrarian enterprise on the basis of optimization of varying sequence of activities

R.Yu. Esikov1, N.A. Ryndin2

1 Federal Research Center «Computer Science and Control» of the Russian Academy of Sciences (Moscow, Russia)
2 Voronezh State Technical University (Voronezh, Russia)
1 vhiteroman@gmail.com,  2 nikitaryndin@gmail.com

Investigation of the algorithm for establishing communication between small spacecraft using machine vision to ensure a group flight while maintaining a clear formation of the system

A.Yu. Fedorinov1

1 Saint Petersburg State University of Aerospace Instrumentation (Saint Petersburg, Russia)

1 fedorinov.aleksey@mail.ru

Application of deep learning neural networks for the analysis of spatial and temporal components of the decomposition of the total electronic content of the ionosphere

 A.М. Appalonov1, Yu.S. Maslennikova2, O.N. Sherstyukov3

1-3 Kazan Federal University (Kazan, Russia)

1 artem309_97@mail.ru; 2 jsmaslennikova@kpfu.ru; 3 Oleg.Sherstyukov@kpfu.ru 

Combined image analysis algorithm for quality control of colonoscopy procedure

V.V. Khryashchev1, N.V. Kotov2, A.A. Tikhomirov3, I.S. Nenakhov4

1–4 P.G. Demidov Yaroslavl State University (Yaroslavl, Russia)
1 v.khryashchev@uniyar.ac.ru, 2 nik-kotov-98@inbox.ru, 3 atikhomirov.00@gmail.com, 4 ilya.nenakhov@gmail.com

Operational Control System of Technological Equipment Using Augmented Reality Technology

O.V. Drozd1

1 Siberian Federal University (Krasnoyarsk, Russia)
1 odrozd@sfu-kras.ru

The research of the model of artificial neural networks in the processing and analysis of data from measuring equipment

R.A. Batashov1

1 Plekhanov Russian University of Economics (Moscow, Russia)
1 rusbatashov@gmail.com

Analysis of systems of information extraction from unstructured text documents

G.S. Ivanova1, P.A. Martynyuk2
1, 2 Bauman Moscow State Technical University (Moscow, Russia)

1 gsivanova@bmstu.ru, 2 martynyuk.pa@bmstu.ru

Research of unsupervised machine learning methods for data analy-sis and preparation and modern approaches to building machine learning models – automated machine learning systems

I.A. Popova1, G.I. Afanasyev2, V.B. Timofeev3, Yu.E. Gapanyuk4
1–4 Bauman Moscow State Technical University (Moscow, Russia)

1 popovai1@student.bmstu.ru, 2 gaipcs@bmstu.ru, 3 vbtimofeev@yandex.ru, 4 gapyu@bmstu.ru

Autonomous vehicle motion control along a program trajectory based on machine learning

V.M. Grinyak1, K.S. Shutov2, A.S. Devyatisilnyi3, A.V. Artemyev4
1 Vladivostok State University (Vladivostok, Russia)
2 Far Eastern Federal University (Vladivostok, Russia)
3 Institute of Automation and Control Processes FEBRAS (Vladivostok, Russia)
4 Maritime State University named after admiral G.I. Nevelskoy (Vladivostok, Russia)

1 victor.grinyak@gmail.com, 2 con.shutoff@yandex.ru, 3 devyatis@iacp.dvo.ru, 4 artemyev@msun.ru

The methodology of forming technological trends based on the processing of heterogeneous data in general purpose networks

M.S. Anferova1, A.M. Belevtsev2

1,2 Moscow Aviation Institute (National Research University) (Moscow, Russia)

1 gludkina@yandex.ru, 2 ambelevtsev@yandex.ru

Satellite Image Mapping Refinement Method Based on Siamese Neural Networks

D.S. Kumankin1, S.A. Yamashkin2, S.A. Fedosin3

1–3 National Research Mordovian State University n.a. N.P. Ogarev (Saransk, Russia)
1 d.kumankin@gmail.com; 2 yamashkinsa@mail.ru; 3 fedosinsa@mrsu.ru

Demodulation algorithms for Watterson communication channel with known parameters

A.S. Kirillov1

1 PJSC “Radiofizika” (Moscow, Russia)

1 Moscow Institute of Physics and Technology (National Research University) (Dolgoprudny, Russia)

1 Andrey.kir1997@yandex.ru

Application of modern machine learning models to improve the optimization efficiency of strip and cable protection structures

A.O. Belousov1, G.Yu. Kim2, V.O. Gordeyeva3

1–3 Tomsk State University of Control Systems and Radioelectronics (Tomsk, Russia)

1 anton.o.belousov@tusur.ru; 2 georgii.i.kim@tusur.ru; 3 viktoriia.gordeeva@tusur.ru

The influence of the method for forming the training and test sets on the accuracy assessment of binary classification of ventricular arrhythmias

E.G. Evdakova1

1 St. Petersburg State Electrotechnical University "LETI" (Saint Petersburg, Russia)
1 kat355@mail.ru

Development of a methodology for configuring the parameters of the brain-computer interfaces for conducting experiments on the classification of motor images in the OpenVIBE program

D.V. Zhuravlev1, A.N. Golubinsky2, A. A. Tolstykh3, A. A. Reznichenko4

1, 4 Voronezh State Technical University (Voronezh, Russia)
2 A.A. Harkevich Institute of Information Transmission Problems of the Russian Academy of Sciences (Moscow, Russia)
3 RTK LLC (Moscow, Russia)
1 ddom1@yandex.ru, 2 annikgol@mail.ru, 3 tolstykh.aa@yandex.ru, 4andrei.reznichencko2017@yandex.ru

Application of hybrid neural networks to predict changes in the technical condition of a railway track

M.A. Ludagovskaya1, E.D. Larionova2
1, 2 Russian University of Transport (MIIT) (Moscow, Russia)

1 m.ludagovskaya@gmail.com, 2 Eva.sh.2363@gmail.com

Machine learning model for musical emotion classification in recommender systems

D.V. Plaksin1, T.E. Badokina2, E.V. Shchennikova3

1–3 Federal State Budgetary Educational Institution of Higher Education “National Research Mordovia State University” (Saransk, Russia)
1dmitriy.plaksin1@yandex.ru; 2badokinate@math.mrsu.ru; 3schennikova8000@yandex.ru

Comparison of data classification methods in machine learning based on scientific publications on the nuclear fuel cycle

R.R. Tukumbetova1, M.S. Ulizko2, T.V. Korenkova3, A.A. Artamonov4

1−4 National Research Nuclear University MEPhI (Moscow, Russia)
1 rrtukumbetova@mephi.ru, 2 msulizko@mephi.ru, 3 korenkova.tanya@mail.ru, 4 aaartamonov@mephi.ru

The ensuring cybersecurity of data intensive domains systems using artificial intelligence technologies

V.I. Budzko1, V.G. Belenkov2

1,2 Federal Research Center «Computer Science» of the Russian Academy Sciences (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 vbelenkov@ipiran.ru

Optimization of neural network models for personalization of educational processes: comparison of methods and variability analysis of architectures

A.Yu. Cherepkov1
1 Bunin Yelets State University (Yelets, Russia)

1 cherepkov.andrey@mail.ru

Analysis of challenges of automatic sentiment detection methods in unstructured texts

E.A. Presnov1, A.N. Alpatov2
1, 2 MIREA – Russian Technological University (Moscow, Russia)

1 presnov.e.a@yandex.ru, 2 alpatov@mirea.ru

Data modeling for machine learning-based fault detection and prediction in building life support systems

A. Dahe1, V.V. Stuchilin2
1, 2 National University of Science and Technology «MISIS» (Moscow, Russia)

1 m2112269@edu.misis.ru, 2 stuchilin.vv@misis.ru

Сalibration technique for a binocular vision system with variofocal lenses

I.R. Kabirov1

1MESC of Air Forces N.Е. Zhukоvsky and Yu.А. Gаgаrin Air Force Academy (Vоrоnеzh, Russia)

1ilsur@inbox@gmail.com

Research of machine learning models in measuring the level of petroleum products with capacitive level meters

R.A. Batashov1

1Plekhanov Russian University of Economics (Moscow, Russia)

1rusbatashov@gmail.com

Method for constructing hierarchical graph layout based on spring algorithms and graph neural networks

N.V. Blokhin1

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

1nvblokhin@fa.ru

Application of deep neural networks for the task of channel estimation and signal detection in systems with OFDM

A.V. Bashkirov1, O.N. Chirkov2, A.S. Demikhova3

1-3 FSBEI of HE “Voronezh State Technical University” (Voronezh, Russia)

1 fabi7@mail.ru; 2 chir_oleg@mail.ru; 3 dem12.86@mail.ru

Development of a bundled software and machine learning models to automate analysis of news streams in the financial industry

V.S. Gavrilov1

1 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 232114@edu.fa.ru

Calculation of readiness indicators of field crews based on the model of complex accidents at critical infrastructure facilities

S.S. Mikhailova1, S.V. Matseevich2, A.S. Zakharov3, D.A. Sharipov4, A.V. Petrovsky5

1–4 Financial University under the Government of the Russian Federation (Moscow, Russia)
3,5 MIREA – Russian Technological University (Moscow, Russia)
1 DMath@fa.ru, 2 cvmac@mail.ru, 3 zakharov.as17@physics.msu.ru, 4 dasharipov@fa.ru,
5 houndsofhade@yandex.ru

Assessing the influence of geological characteristics on oil recovery using neural networks

E.N. Ramazanova1

1 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 Bauman Moscow State Technical University (Moscow, Russia)
1 enramazanova@fa.ru

Detection of Orkhon-Yenisei runic inscriptions

R.A. Kochkarov1, A.D. Borodina2
1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 rkochkarov@fa.ru, 2 aborodinasty@gmail.com

Modeling the process of failure prediction in radio electronic equipment using a recurrent neural network

I.V. Chebotar1, Yu.N. Gaichuk2, M.A. Sivash3, M.Ya. Mikhlin4

1–4 Military University of Radio Electronics (Cherepovets, Russia)

1–4 vure_nio@mil.ru

Detection of zero-day cyber attacks and zero-day malware using machine learning methods

O.I. Sheluhin1, S.Yu. Rybakov2, S.S. Zvezhinsky3

1-3 FSBEI HE “Moscow Technical University of Communications and Informatics (MTUCI)” (Moscow, Russia)

1 sheluhin@mail.ru; 2 svolkov97@gmail.com; 3 s.s.zvezhinskii@mtuci.ru

Component schemes of a multiscene digital twin for solving production planning tasks

M.N. Belozyorov1, A.N. Smirnov2
1 National Research Technological University «MISIS» (Moscow, Russia)
2 Sberbank of Russia PJSC (Moscow, Russia)

1 mnbelozyorov@gmail.com, 2 asmirnov889@yandex.ru

Neural network based approach for adaptive analog beamforming on receiver side in microwave multichannel systems

L.I. Averina1, N. E. Guterman2, D.Yu. Charkin3

1-3 JSC «Concern «Sozvezdie» (Voronezh, Russia)

1 averina@phys.vsu.ru; 2 n.guterman@internet.ru; 3 d.yu.charkin@sozvezdie.su

Aspects of using acoustophotic modulators in EW

M.A. Maksimkin1, N.P. Sizyakov2

1,2 JSC “CNIRTI named after academician A.I. Berg” (Moscow, Russia)

1,2 post@cnirti.ru

Unmanned aerial vehicle location systems. Antenna Arrays

Yu.V. Koltzov1

1 Nizhny Novgorod Instrument Research Institute (Nizhny Novgorod, Russia)
1 koltzovyv@mail.ru

Neural network and hybrid technologies in osteoporosis diagnostics: analysis of x-ray images of the spine

N. Yu. Ilyasova1, D.V. Nekrasova2, E.V. Zarov3, N.S. Demin4, S.S. Pervushkin5

1–4 Samara National Research University (Samara, Russia)
1,4 Image Processing Systems Institute, NRC «Kurchatov Institute» (Moscow, Russia)
5 Samara State Medical University Samara (Samara, Russia)
1 ilyasova.nata@gmail.com, 2 dashanek007@gmail.com, 3 zarov.gcg@gmail.com, 4 volfgunus@gmail.com,
5 Sergey.pervushkin@gmail.com

Technology for detecting foci of pathological accumulation of a radiopharmaceutical drug based on neural networks

I.I. Gulinskaya1, N.Yu. Ilyasova2, K.E. Delov3, N.S. Demin4, E.N. Alekhin5

1–4 Samara National Research University (Samara, Russia)
2, 4 Image Processing Systems Institute, NRC «Kurchatov Institute» (Moscow, Russia)
5 Tyumen State Medical University (Tyumen, Russia)
1 Gira.2004@mail.ru, 2 ilyasova.nata@gmail.com, 3 delov_konstantin@mail.ru, 4 volfgunus@gmail.com, 5 a-eduard-n@yandex.ru

Method for initial GPU-enabled virtual machine placement in heterogeneous data centers

A.V. Toutov1
1 V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow, Russia)

1 andrew_vidnoe@mail.ru

Artificial intelligence as a tool for improving the efficiency of the IC packaging process

A.O. Vasyutkin1
1 MIREA – Russian Technological University (Moscow, Russia)

1 vasyutkin.a.o@edu.mirea.ru

Development of diagnostic and predictive modules of intelligent decision support system for assessing the railway track technical state

E.D. Larionova1, O.V. Druzhinina2

1, 2 FRС «Computer Science and Control» of RAS (Moscow, Russia)
1еva.sh.2363@gmail.com, 2odruzhinina@frccsc.ru

Unmanned aerial vehicle location systems. Breakthrough transceiver and signal processing solutions

Yu. V. Koltzov1

1 Nizhegorodskiy Research Institute (Nizhny Novgorod, Russia)
1 koltzovyv@mail.ru

Improving stream data processing efficiency in an intelligent educational system

S.R. Ermakov¹, S.V. Zykov²

¹Russian Technological University MIREA (Moscow, Russia)

²National Research University "Higher School of Economics" (Moscow, Russia)

¹ermakov_s@mirea.ru, ²szykov@hse.ru

Implementation of floating-point arithmetic with adjustable mantissa length in the HomeLisp system

B.L. Faifel¹

¹Yuri Gagarin State Technical University of Saratov (Saratov, Russia)

¹catstail@ya.ru

Microservice architecture of a web service using neural networks and computer vision algorithms for online content processing

A.I. Karpukhin1, E.A. Vaysberg2, N.A. Danilkina3

1 Financial University under the Government of the Russian Federation (Moscow, Russia)
2 Open Mobile Platform LLC (Moscow, Russia)
3 JSC «Rosselkhozbank» (Moscow, Russia)
1 aikarpukhin@fa.ru, 2 11lizik.lizik@gmail.com, 3 n-danilkina@list.ru

Current trends and prospects for the development of applied information and measurement systems for solving monitoring and control automation tasks in complex technical complexes

S.V. Prokopchina1, L.S. Zvyagin2

1, 2 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 svprokopchina@fa.ru, 2 lszvyagin@fa.ru

Optical monitoring of selective laser melting

I.I. Naumov1, R.R. Ibadov2, A. E. Merzlikina3

1-3 Don State Technical University (Rostov-on-Don, Russia)
1 naumov-85@yandex.ru; 2 nikulichev@list.ru; 3 leshenko_ant@mail.ru