Журнал «Радиотехника» | Издательство РАДИОТЕХНИКА

I.K. Belova - Ph.D.(Phys.-Math.), Associate professor, Chair - Software, information technologies, and applied mathematics?, Kaluga branch of the Bauman MSTU
E. O. Deriugina - Ph.D.(Eng.), Associate professor, Chair - Computer systems, complexes, and networks?, Kaluga branch of the Bauman MSTU

Semiotic model of language

А. М. Potapenko - Ph.D. (Eng.), Professor, Department of Information Protection and Communication Systems, South-West State University, Kursk, Russia. E-mail: pam1952@mail.ru
А. G. Yurchenko - Senior Engineer-Programmer, Сlosed Joint Stock Company «Scientific-Technical Center «Search IT», Moscow, Russia. E-mail: a.yurchenko@poisk-it.ru
R. V. Popadinets - Ph.D. (Philol.), Associate Professor, Department of Foreign Languages, South-West State University, Kursk, Russia. E-mail: ovva@rambler.ru

Scheme of linguistic signs in natural language texts

А. М. Potapenko - Ph.D. (Eng.), Senior Research Scientist, Professor, Department of Information Protection and Communication Systems, South-West State University, Kursk, Russia. E-mail: pam1952@mail.ru
А. G. Yurchenko - Senior Engineer-Programmer, Сlosed Joint Stock Company «Scientific-Technical Center «Search IT», Moscow, Russia. E-mail: a.yurchenko@poisk-it.ru

Semantic structuring of textual knowledge for the system of analytical monitoring the big data in social sphere

Yu. I. Morozova - Research Scientist, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: yulia-ipi@yandex.ru
E. B. Kozerenko - Ph. D. (Phil.), Head of Laboratory, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: kozerenko@mail.ru
V. I. Budzko - Dr.Sc. (Eng.), Deputy Director for Sciences, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: vbudzko@ipiran.ru
K. I. Kuznetsov - Research Scientist, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: k.smith@mail.ru
М. М. Charnine - Ph.D. (Eng.), Senior Research Scientist, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: mc@keywen.com

Automatic construction of a formalized representation of semantic contents of unstructured texts of mass-media and social networks

A.A. Khoroshilov - Dr.Sc. (Eng.), Leading Research Scientist, Institute of Informatics Problems, Russian Academy of Sciences, Professor of the Moscow Aviation Institute (National Research University). E-mail: khoroshilov@mail.ru
Yu. V. Nikitin - Applicant, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: yuri.v.nikitin@gmail.com
Alexei A. Khoroshilov - Ph.D. (Eng.), Research Scientist, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: alex_khoroshilov@mail.ru
V. I. Budzko - Dr.Sc. (Eng.), Professor, Deputy Director, Institute of Information Problems, Russian Academy of Sciences. E-mail: vbudzko@ipiran.ru

New approach to modeling knowledge through molinga

G. B. Bronfeld - Ph.D. (Eng.), Associate Professor, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev

OCR-systems benchmarking for the task of building a search engine for archival documents images

S. V. Smirnov - Ph.D. (Eng.), St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS). E-mail: serge.smir@gmail.com

Super-visualization of biological mechanical dynamics of super-complex systems

V.V. Kolushov - Ph.D. (Eng.), Associate Professor, Department of «Нigher Mathematics», Ufa State Aviation Technical University (Ufa). E-mail: KVV@ufanet.ru A.V. Savelyev - Senior Research Scientist, Director of the Patent Agency «©Uniquely Honest Patenting» (Moscow). E-mail: gmkristo@rambler.ru

Modern automatic text processing technologies

Yu.P. Kalinin - Dr. Sc. (Eng.), Professor, Head of Laboratory, Institute of Informatics Problems, FRC CSC RAS. E-mail: upkalinin@mail.ru A. A. Khoroshilov - Dr. Sc. (Eng.), Leading Research Scientist, Institute of Informatics Problems, FRC CSC RAS; Professor, Moscow Aviation Institute (National Research University). E-mail: khoroshilov@mail.ru A.A. Khoroshilov - Ph. D. (Eng.), Research Scientist, Institute of Informatics Problems, FRC CSC RAS. E-mail: alex_khoroshilov@mail.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

At the origins of the fractal-scaling or scale-invariant radio-location (1980−2015)

A.A. Potapov - Dr. Sc. (Phys.-Math.), Professor, Member of Russian A.M. Prokhorov Academy of Engineering Sciences and Russian Academy of Natural Sciences; President of cooperative Chinese-Russian laboratory of informa-tional technologies and signals fractal processing (China, Guanzhou); Main Research Scientist, Kotel\'nikov IRE of RAS (Moscow). E-mail: potapov@cplire.ru

Detection and localization of text shapes in images

A.V. Korennoi - Dr. Sc. (Eng.), Professor, Department of Communication facilities, MESC «Zhukovsky-Gagarin Air Force Academy» (Voronezh). E-mail: korennoj@mail.ru D.S. Yudakov - Lecturer, Department of Communication facilities, MESC «Zhukovsky-Gagarin Air Force Academy» (Voronezh). E-mail: smersh-2@mail.ru

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

A.V. Pavlenko, A.Yu. Novikov

Application of parsing tree for increasing the frequency text analysis - result relevance

A.A. Melikhov - Assistant, Department of Intellectual Technologies and Systems (ITS), Moscow Technological University (MIREA). E-mail: megadelphin@mail.ru

Analysis of changes in the concept of « knowledge» from the point of view of modern structural representations

G.B. Bronfeld - Ph.D. (Eng.), Associate Professor, Nizhny Novgorod State Technical University n.a. R.E. Alekseev. E-mail: stolem1985@gmail.com

Semantic analysis of large-scale collections of scientific texts

G.S. Osipov - Dr. Sc. (Phys.-Math.), Professor, Deputy Director, FRC «Computer Science and Control» RAS (Moscow). E-mail: gos@isa.ru I.V. Smirnov - Ph. D. (Phys.-Math.), Associate Professor, Head of Laboratory, Institute for Systems Analysis of FRC CSC RAS (Moscow). E-mail: ivs@isa.ru

Application of text mining for identification and characterization of "sexy" microRNAs

A.A. Kechin - Assistant, Laboratory of Pharmacogenomics, Institute of Chemical Biology and fundamental Mekicine of Siberian branch of RAS (Novosibirsk) A.E. Kel - Senior Researcher, Institute of Chemical Biology and Fundamental Medicine of Siberian branch of RAS (Novosibirsk) N.E. Kushlinskii - Dr.Sc. (Med.), Professor, Member-Correspondent of Russian Academy of Sciences, Head of the Clinical Biochemistry Laboratory, N.N. Blokhin Russian Cancer Research Center (Moscow) M.L. Filipenko - Ph.Dr. (Biol.), Head of the Laboratory of Pharmacogenomics, Institute of Chemical Biology and Fundamental Medicine Siberian branch of the RAS (Novosibirsk)

Informativeness of some characteristics for osteoporosis diagnosis on x ray images

V.R. Krasheninnikov - Dr. Sc. (Eng.), Professor, Head of Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University E-mail: kvr@ulstu.ru A.A. Boitsov - Student, Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University E-mail: boycov_21@mail.ru D.N. Karusev - Student, Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University E-mail: denkarusev@yandex.ru

Methods and models of intelligent text analysis in knowledge management systems

A.M. Andreev - Ph.D. (Eng.), Associate Professor, Department of Computer Systems, Complexes and Networks Bauman Moscow State Technical University E-mail: arkandreev@gmail.com D.V. Berezkin - Ph.D. (Eng.), Senior Lecturer, Department of Computer Systems, Complexes and Networks Bauman Moscow State Technical University E-mail: berezkind@bmstu.ru

Classification of texts language identification programs

S.N. Kalegin - Post-graduate Student, Head of Sector of STD, JSC «MNITI» (Moscow) E-mail: ksn@mniti.ru

Automation language text identification process on the basis of existing solutions

S.N. Kalegin - Post-graduate Student, Head of NTO Sector, Moscow Television Research Institute; Applicant of ICS RAS E-mail: skalegin@inbox.ru

Cascade classifiers application for solving character classification problem

E.A. Bobyleva - Post-graduate Student, «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: foxymoon@yandex.ru V.E. Drach - Ph. D. (Eng.), Associate Professor, Department «Design and manufacturing of electronic equipment», Kaluga branch of the Bauman MSTU E-mail: drach@bmstu-kaluga.ru A.V. Rodionov - Ph. D. (Eng.), Associate Professor, Department «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: andviro@gmail.com I.V. Chukhraev - Ph. D. (Eng.), Associate Professor, Head of Department «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: igor.chukhraev@mail.ru

Metagraph approach for text mining as promising direction for semantic search

A.I. Kanev – Post-graduate Student,

Bauman Moscow State Technical University (Moscow, Russia) E-mail: kanevai@student.bmstu.ru

Method for automated data processing based on topic modeling

А.А. Ivanov¹, Е.К. Vedernikov², А.А. Smirnov³

1,2 LTD «STC» (St. Petersburg, Russia)

3 Military Telecommunications Academy (St. Petersburg, Russia)

Possibilities of texture analysis of 3D tumor models in patients with localized neoplasms of the renal parenchyma (pilot study)

P.V. Bochkarev¹, I.A. Kuznetsov², E.S. Sirota³

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

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

Monitoring of emergency events using social media

D.A. Devyatkin – Main Specialist, FRC «Computer Science and Control» of RAS (Moscow) E-mail: devyatkin@isa.ru

A.O. Shelmanov – Ph.D.(Eng.), Research Scientist, FRC «Computer Science and Control» of RAS (Moscow) E-mail: shelmanov@isa.ru

D.S. Larionov – Student, RUDN Univercity (Moscow)

E-mail: dslarionov@protonmail.com

Creating text corpora for special purposes on the basis of extended TXM platform

A.M. Lavrentiev – Ph.D.(Philol.), CNRS & ENS de Lyon (France)

E-mail: alexei.lavrentev@ens-lyon.fr

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

M.I. Suvorova – Research Scientist, FRC «Computer Science and Control» of RAS (Moscow)

E-mail: ananyeva@isa.ru

F.N. Solov'ev – Research Scientist, Institute of Physical and Technical Informatics (Protvino)

E-mail: the0@yandex.ru

A.I. Fokina – Student, HSE (Moscow)

E-mail: aifokina@edu.hse.ru

A.M. Chepovskiy – Dr.Sc.(Eng.), Professor, HSE (Moscow) E-mail: achepovskiy@hse.ru

Classification of anomalous states of computer systems by means of intellectual analysis of system journals

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

Knowledge distillation of convolutional neural network models on inaccurately labeled data for automatic text CAPTCHA recognition on mobile devices

V.I. Terekhov1, D.O. Ishkov2

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

Application of the algorithm for detecting objects using interactively defined color and texture attributes for recognizing traffic signs on the video stream

A.S. Maksimovskiy – Post-graduate Student, P.G. Demidov Yaroslavl State University

E-mail: maxal9999@mail.ru

A.L. Priorov – Dr.Sc (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University E-mail: andcat@yandex.ru

Yu.A. Bryukhanov – Dr.Sc (Eng.), Professor, P.G. Demidov Yaroslavl State University E-mail: bruhanov@uniyar.ac.ru

The osteoporosis diagnostics by the voting method on the texture feateres of x-ray images of femoral neck

V.R. Krasheninnikov – Dr. Sc. (Eng.), Professor, Head of Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University

E-mail: kvrulstu@mail.ru

O.E. Malenova – Post-graduate Student, Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University E-mail: nika-lilu@yandex.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

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

Graphical neurointerface Open GL for the design of neural systems

V.V. Kolushov – Ph.D. (Eng.), Associate Professor, Department «Нigher mathematics», Ufa State Aviation Technical University

E-mail: KVV@ufanet.ru

A.V. Savelyev – Ph.D. (Philos.), Senior Research Scientist, Director of the Patent agency «©Uniquely honest patenting» (Moscow)

E-mail: gmkristo@rambler.ru

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

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

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

Automated approach to collect religious hatred messages from social media

S.S. Volkov1, D.A. Devyatkin2, I.V. Sochenkov3, A.O. Shelmanov4

1–3 Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences (Moscow, Russia)
1 Peoples’ Friendship University of Russia (Moscow, Russia)
4 Artificial Intelligence Research Institute (AIRI) (Moscow, Russia)

An approach to generating program code based on neural network algorithms

A.A. Bakhman1, M.A. Vasyunin2, V.A. Galkin3, Yu.E. Gapanyuk4

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

Non-medical MRI at 0.5 Tesla

N.V. Anisimov1, O.S. Pavlova2, A.A. Tarasova3, I.A. Usanov4, M.V. Gulyaev5, Yu.A. Pirogov6

1–6 Lomonosov Moscow State University (Moscow, Russia)

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

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

Аnalysis of groups of textural features to identify the symptom of ground-glass opacity in computed tomography images of the lungs

N.Yu. Ilyasova1, M.Ya. Lyakin2, N.S. Demin3

1–3 Image Processing Systems Institute, NRC «Kurchatov Institute»
1,3 Samara National Research University
1 ilyasova.nata@gmail.com; 2 lyakinm@yandex.ru