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Preface

The Multidisciplinary Symposium on ICT Research (REMS 2018) is a sympo-
sium dedicated to the exchange of advanced research experiences in the field
of Information and Communication Technologies between Russia and western
countries under the motto “Integrating Research Agendas and Devising Joint
Challenges”.
    The symposium attracted 97 contributions of which 12 long papers and 27
short papers were accepted for presentation at the symposium.
    Additionally, it included 4 invited talks given by Andrew Brodnik, Evgeny
Nikolaev, Nafisa Yusupova and Giuseppe Santucci.
    We would like to thank all the authors for their submissions, and our Program
Committee and additional reviewers for their precious work.
    The Multidisciplinary Symposium on ICT Research is held with the financial
support of the Russian Foundation for Basic Research, project No. 18-07-20081.


October 2018                              Marco Schaerf and Massimo Mecella
Roma, Italy                                Sapienza Università di Roma, Italy
Stavropol, Russia                            Drozdova Victoriya Igorevna and
                                                  Kalmykov Igor Anatolievich
                                          North-Caucasian Federal University,
                                                            Stavropol, Russia
Program Committee

Sergey Ablameyko        Belarusian State University
Marco Aiello            University of Stuttgart
Tatiana V. Avdeenko     Novosibirsk State Technical University
Maxim Bakaev            Novosibirsk State Technical University
Andrej Brodnik          University of Ljubljana
Maurizio Caon           University of Applied Sciences of Western Switzer-
                        land of Fribourg
Dijana Bogatinoska      UIST “St Paul the Apostle” Ohrid
Aleksandr Cariow        West Pomeranian University of Technology
Stanislaw Czapp         Gdansk University of Technology
Massimiliano de Leoni   Eindhoven University of Technology
Lubomir Dimitrov        Technical University of Sofia
Victoriya Drozdova      North Caucasus Federal University
Anna Fensel             University of Innsbruck
Oleg Finko              Kuban State University of Technology
Marco Fratarcangeli     Chalmers University of Technology
Ladislav Huraj          University of SS. Cyril and Methodius in Trnava
Ste↵en Hölldobler      TU Dresden
Christian Janiesch      University of Wurzburg
Igor Kalmykov           North Caucasus Federal University
Miroslav Kvassay        University of Zilina
Alexander Lazovik       University of Groningen
Vitaly Levashenko       University of Zilina
Jaroslav Majernik       Pavol Jozef Safarik University in Kosice
Reza Malekian           University of Pretoria
Andrei Malikov          North Caucasus Federal University
Federica Mandreoli      Università di Modena e Reggio Emilia
Igor Mandritsa          North Caucasus Federal University
Massimo Mecella         Sapienza Università di Roma
Jan Mendling            Wirtschaftsuniversität Wien
German Michalconok      Slovak University of Technology
Krzysztof Pancerz       University of Rzeszow
Vladimir Pashintsev     North Caucasus Federal University
Peter Peer              University of Ljubljana
Hubert Roth             Siegen University
Abdel-Badeeh Salem      Ain Shams University
Marco Schaerf           Sapienza Università di Roma
Giuzel Shakhmametova    Ufa State Aviation Technical University
Danijel Skocaj          University of Ljubljana
Alexander Sukhinov      Don State Technical University
Pavol Tanuska           Slovak University of Technology
Alexey Tselykh          Southern Federal University
Nafisa Yusupova         Ufa State Aviation Technical University
Elena Zaitseva           University of Zilina
Vadim Zhmud              Novosibirsk State Technical University




Additional Reviewers


Blaauw, Frank
d’Amore, Fabrizio
Fiorini, Laura
Imgrund, Florian
Lazovik, Elena
Martoglia, Riccardo
Medema, Michel
Montangero, Manuela
Pratama, Azkario Rizky
Querzoni, Leonardo
Scafoglieri, Federico
Setz, Brian
Sha, Ang
Wanner, Jonas
Table of Contents
Visualizing the Herlofson’s Nomogram . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                      1
   Marco Angelini, Tiziana Catarci and Giuseppe Santucci

Protocols Security Analysis Using Modern Tools Of Verification . . . . . . . . .                                        11
   Liudmila Babenko and Ilya Pisarev
Research of influence of the attacks on the group of mobile wireless
network nodes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .   20
   Elena Basan, Oleg Makarevich and Stanislav Teterevyatnikov
A novel QR-code based watermarking scheme for digital rights . . . . . . . . . .                                        29
   Fabrizio d’Amore and Stefano Chiavarelli
Addressing the Tacit Knowledge of a Digital Library System . . . . . . . . . . .                                        41
  Angela Di Iorio and Marco Schaerf

Mathematical modelling of the stabilization system for a mobile base
video camera using quaternions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                51
   Alexander Isaev, Anna Adamchuk, Stanislav Amirokov, Mikhail Isaev
   and Mikhail Grazhdankin

Quality Management Principles of Scientific and Methodological
Support for Students’ Activity within E-Learning Environment . . . . . . . . .                                          63
   Valentina N. Kormakova, Alla G. Klepikova, Elena N. Musaelian and
   Yulia A. Prokopenko
Evaluation of syllable intelligibility through recognition in speech
rehabilitation of cancer patients . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .             75
   Evgeny Kostyuchenko, Dariya Novokhrestova and Lidiya Balatskaya
Distributed Management System for Infocommunication Networks
Based on TM Forum Frameworx . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81
   Valeriy Mochalov, Natalia Bratchenko, Sergey Yakovlev and Darya Gosteva

Determination of the spatial position and orientation of the links of the
robot anthropomorphic grip by the solution of the direct and inverse
kinematics problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .        94
   Vyacheslav Petrenko, Fariza Tebueva, Andrew Pavlov, Sergey Ryabtsev
   and Vladimir Antonov

The adaptive control system of quadrocopter motion . . . . . . . . . . . . . . . . . . 105
   Marco Schaerf, Massimo Mecella, Dmitry Vinokursky and Filipp Samoilov
Markov Model of Evaluation of Learning Results . . . . . . . . . . . . . . . . . . . . . . 114
  Vladimir Serbin

Modeling and visualization of emergency situations at oil storage facilities 123
  Elena Abdulina
High-performance calculations for modeling of processes of transfer of
pollution in an atmospheric boundary layer from superficial sources . . . . . 131
   Eugeny Alexeev, Sergey Rychkov and Anatoliy Shatrov

Two-dimensional control and assurance of data integrity in information
systems based on residue number system codes and cryptographic hash
functions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
   Sergey Dichenko and Oleg Finko

Development of the Protocol ”Electronic Cash” with Inspection
Correction Rules of the Electronic E-Cash Number for E-Commerce
Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147
   Igor Kalmykov, Maria Lapina, Natalija Kononova and Maxim Kalmykov

Simultaneous use of Imitation Learning and Reinforcement Learning in
artificial intelligence development for video games . . . . . . . . . . . . . . . . . . . . . 154
    Vadim Karavaev, Tatyana Kiseleva and Oksana Orlinskaya

Entropy-based detection of the words boundaries of continuous speech . . . 162
   Andrey Sergeevich Karpov, Victoriya Igorevna Drozdova, Galina Sha-
   grova and Aleksey Shevchenko

Educational Module ”Specialist’s Integration into the Professional
Environment” based on Massive Open Online Courses . . . . . . . . . . . . . . . . . 168
   Irina Krivko, Svetlana Lebedeva, Yulia Manzhosova and Ekaterina Star-
   odubtseva

Computer Simulation of M2M Communication Subscriber Locating . . . . . 174
  Galina Kurcheeva, George Klochkov and Maxim Bakaev

Decrease Energy Consumption of Transport Telecommunication
Networks Due To the Usage of Stage-By-Stage Controlling Procedure . . . . 181
   Gennady Linets, Sergey Melnikov, Svetlana Govorova, Maria Lapina
   and Viktor Medenec

Software and hardware infrastructure for timetables scheduling in
university . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191
   Andrey Malikov, Vladimir Voronkin, Aleksey Shchegolev and Svetlana
   Pevchenko

Defining a cybersecurity strategy of an organization: criteria, objectives
and functions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199
   Igor Mandritsa, Anna Fensel, Massimo Mecella, Fariza Tebueva, Vic-
   tor Peleshenko, Vyacheslav Petrenko, Olga Mandritsa and Irina Solovy-
   ova

Species Trees Forcing the Parsimony to Fail Modelling Evolution Process                                                  206
   Vikenty Mikheev and Serge Miheev
Development of an intelligent system of complex diagnostics of human
bioelement status . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214
   Sergey Miroshnikov, Irina Bolodurina, Olga Arapova and Denis Par-
   fenov

The Preparation of a Modern Computer Science Teacher with the Help
of Resource-Saving Technologies and Green IT Implementation . . . . . . . . . 222
   Olga Pankratova, Ekaterina Konopko, Oksana Mezentseva and Roman
   Nemkov

A genetic-algorithm approach for forming individual educational
trajectories for listeners of online courses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 229
    Denis Parfenov, Veronika Zaporozhko and Irina Bolodurina

Energetic concealment of low-frequency sattelite communication system
with arbitrary recession of radiointercepting receiver . . . . . . . . . . . . . . . . . . . 237
   Vladimir Pashintsev, Alexander Chipiga and Ivan Anzin

The method of the quasioptimal per energy efficiency design of the
motion path for the anthropomorphic manipulator in a real time
operation mode . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245
   Vyacheslav Petrenko, Fariza Tebueva, Vladimir Antonov, Mikhail Gurchin-
   sky and Nikolai Untewsky

Architecture of a Software System for Robotics Control . . . . . . . . . . . . . . . . 253
   Aleksey Shevchenko, Oksana Mezentseva, Dmitriy Mezentsev and Kon-
   stantin Ganshin

Using neural networks in building a psychological typology . . . . . . . . . . . . . 260
   Vladimir Solomonov, Elena Fomina, Dmitry Solomonov and Tatiana
   Banshchikova

Addressing multi-users open challenge in Habit Mining for a Process
Mining based approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 266
   Daniele Sora, Massimo Mecella and Francesco Leotta

SLAM method: reconstruction and modeling of environment with
moving objects using an RGBD camera . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 274
  Korney Tertychny, Dmitry Krivolapov, Sergey Karpov and Alexander
  Khoperskov

Web-based Solutions in Modeling and Analysis of Geomagnetic Field
and its Variations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 282
   Nafisa Yusupova, Peter Groumpos, Andrei Vorobev and Gulnara Vorobeva

Model of Organization of Network Project-Research Students Activities
in Collaboration with City-Forming Enterprises . . . . . . . . . . . . . . . . . . . . . . . 290
   Svelana Zenkina, Olga Pankratova, Ekaterina Konopko and Aleksandr
   Ardeev
Control of the latent image formed as a combination of variously
oriented textures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 297
    Andrey Zharkih, Galina Shagrova, Oksana Maslova and Dmitry Sinitsin
Analysis of the information protection methods in telecommunication
systems with channels split by code . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 303
   Aleksandr Zhuk, Ruslan Khachkizov, Nur-Magomed Dzhamiev, Sergey
   Ryabtsev, Maxim Ogur and Dmitry Scherbakov
Building the simulation model of a PLC network in the NS-3 environment 311
   Dmitriy Zykov, Anatoly Karassenko, Damir Urazayev and Yuri Myakochin
Development of Measures to Counter Information Extremism . . . . . . . . . . . 318
   Iskandar Maratovich Azhmuhamedov and Dina Aluevna Machueva
Opportunities and Challenges in Deep Generative Models . . . . . . . . . . . . . . 326
  Evgeny I. Nikolaev
Key Information Technologies for Digital Economy . . . . . . . . . . . . . . . . . . . . 330
   Nafisa Yusupova and Konstantin Mironov
Author Index


 A
 Abdulina, Elena                          123
 Adamchuk, Anna                            51
 Alexeev, Eugeny                          131
 Amirokov, Stanislav                       51
 Angelini, Marco                            1
 Antonov, Vladimir                    94, 245
 Anzin, Ivan                              237
 Arapova, Olga                            214
 Ardeev, Aleksandr                        290
 Azhmuhamedov, Iskandar Maratovich        318
 B
 Babenko, Liudmila                         11
 Bakaev, Maxim                            174
 Balatskaya, Lidiya                        75
 Banshchikova, Tatiana                    260
 Basan, Elena                              20
 Bolodurina, Irina                   214, 229
 Bratchenko, Natalia                       81
 C
 Catarci, Tiziana                          1
 Chiavarelli, Stefano                     29
 Chipiga, Alexander                      237
 D
 d’Amore, Fabrizio                        29
 Di Iorio, Angela                         41
 Dichenko, Sergey                        139
 Drozdova, Victoriya Igorevna            162
 Dzhamiev, Nur-Magomed                   303
 F
 Fensel, Anna                            199
 Finko, Oleg                             139
 Fomina, Elena                           260
 G
 Ganshin, Konstantin                     253
 Gosteva, Darya                           81
 Govorova, Svetlana                      181
 Grazhdankin, Mikhail                     51
 Groumpos, Peter                         282
 Gurchinsky, Mikhail                     245
 I
 Isaev, Alexander                         51
Isaev, Mikhail                        51
K
Kalmykov, Igor                       147
Kalmykov, Maxim                      147
Karassenko, Anatoly                  311
Karavaev, Vadim                      154
Karpov, Andrey Sergeevich            162
Karpov, Sergey                       274
Khachkizov, Ruslan                   303
Khoperskov, Alexander                274
Kiseleva, Tatyana                    154
Klepikova, Alla G.                    63
Klochkov, George                     174
Kononova, Natalija                   147
Konopko, Ekaterina              222, 290
Kormakova, Valentina N.               63
Kostyuchenko, Evgeny                  75
Krivko, Irina                        168
Krivolapov, Dmitry                   274
Kurcheeva, Galina                    174
L
Lapina, Maria                   147, 181
Lebedeva, Svetlana                   168
Leotta, Francesco                    266
Linets, Gennady                      181
M
Machueva, Dina Aluevna                318
Makarevich, Oleg                       20
Malikov, Andrey                       191
Mandritsa, Igor                       199
Mandritsa, Olga                       199
Manzhosova, Yulia                     168
Maslova, Oksana                       297
Mecella, Massimo            105, 199, 266
Medenec, Viktor                       181
Melnikov, Sergey                      181
Mezentsev, Dmitriy                    253
Mezentseva, Oksana               222, 253
Miheev, Serge                         206
Mikheev, Vikenty                      206
Mironov, Konstantin                   330
Miroshnikov, Sergey                   214
Mochalov, Valeriy                      81
Musaelian, Elena N.                    63
Myakochin, Yuri                       311
N
Nemkov, Roman                        222
Nikolaev, Evgeny I.                  326
Novokhrestova, Dariya                 75
O
Ogur, Maxim                          303
Orlinskaya, Oksana                   154
P
Pankratova, Olga                 222, 290
Parfenov, Denis                  214, 229
Pashintsev, Vladimir                  237
Pavlov, Andrew                         94
Peleshenko, Victor                    199
Petrenko, Vyacheslav         94, 199, 245
Pevchenko, Svetlana                   191
Pisarev, Ilya                          11
Prokopenko, Yulia A.                   63
R
Ryabtsev, Sergey                 94, 303
Rychkov, Sergey                      131
S
Samoilov, Filipp                     105
Santucci, Giuseppe                     1
Schaerf, Marco                   41, 105
Scherbakov, Dmitry                   303
Serbin, Vladimir                     114
Shagrova, Galina                162, 297
Shatrov, Anatoliy                    131
Shchegolev, Aleksey                  191
Shevchenko, Aleksey             162, 253
Sinitsin, Dmitry                     297
Solomonov, Dmitry                    260
Solomonov, Vladimir                  260
Solovyova, Irina                     199
Sora, Daniele                        266
Starodubtseva, Ekaterina             168
T
Tebueva, Fariza              94, 199, 245
Tertychny, Korney                     274
Teterevyatnikov, Stanislav             20
U
Untewsky, Nikolai                    245
Urazayev, Damir                      311
V
Vinokursky, Dmitry                   105
Vorobev, Andrei            282
Vorobeva, Gulnara          282
Voronkin, Vladimir         191
Y
Yakovlev, Sergey             81
Yusupova, Nafisa       282, 330
Z
Zaporozhko, Veronika       229
Zenkina, Svelana           290
Zharkih, Andrey            297
Zhuk, Aleksandr            303
Zykov, Dmitriy             311
                                   
                            
                               




          
      



       
  
Prospect     2
         Kulakova,