����������������� ����������������

�����������������������������������������������������������������������������������

��������������������������������������������������������

��������

Preface

The Multidisciplinary Symposium on ICT Research (REMS 2018) is a sympo-sium dedicated to the exchange of advanced research experiences in the fieldof Information and Communication Technologies between Russia and westerncountries under the motto “Integrating Research Agendas and Devising JointChallenges”.

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 2018Roma, ItalyStavropol, Russia

Marco Schaerf and Massimo Mecella

Sapienza Universita di Roma, ItalyDrozdova Victoriya Igorevna and

Kalmykov Igor Anatolievich

North-Caucasian Federal University,Stavropol, Russia

Program Committee

Sergey Ablameyko Belarusian State UniversityMarco Aiello University of StuttgartTatiana V. Avdeenko Novosibirsk State Technical UniversityMaxim Bakaev Novosibirsk State Technical UniversityAndrej Brodnik University of LjubljanaMaurizio Caon University of Applied Sciences of Western Switzer-

land of FribourgDijana Bogatinoska UIST “St Paul the Apostle” OhridAleksandr Cariow West Pomeranian University of TechnologyStanislaw Czapp Gdansk University of TechnologyMassimiliano de Leoni Eindhoven University of TechnologyLubomir Dimitrov Technical University of SofiaVictoriya Drozdova North Caucasus Federal UniversityAnna Fensel University of InnsbruckOleg Finko Kuban State University of TechnologyMarco Fratarcangeli Chalmers University of TechnologyLadislav Huraj University of SS. Cyril and Methodius in TrnavaSte↵en Holldobler TU DresdenChristian Janiesch University of WurzburgIgor Kalmykov North Caucasus Federal UniversityMiroslav Kvassay University of ZilinaAlexander Lazovik University of GroningenVitaly Levashenko University of ZilinaJaroslav Majernik Pavol Jozef Safarik University in KosiceReza Malekian University of PretoriaAndrei Malikov North Caucasus Federal UniversityFederica Mandreoli Universita di Modena e Reggio EmiliaIgor Mandritsa North Caucasus Federal UniversityMassimo Mecella Sapienza Universita di RomaJan Mendling Wirtschaftsuniversitat WienGerman Michalconok Slovak University of TechnologyKrzysztof Pancerz University of RzeszowVladimir Pashintsev North Caucasus Federal UniversityPeter Peer University of LjubljanaHubert Roth Siegen UniversityAbdel-Badeeh Salem Ain Shams UniversityMarco Schaerf Sapienza Universita di RomaGiuzel Shakhmametova Ufa State Aviation Technical UniversityDanijel Skocaj University of LjubljanaAlexander Sukhinov Don State Technical UniversityPavol Tanuska Slovak University of TechnologyAlexey Tselykh Southern Federal UniversityNafisa Yusupova Ufa State Aviation Technical University

Elena Zaitseva University of ZilinaVadim Zhmud Novosibirsk State Technical University

Additional Reviewers

Blaauw, Frankd’Amore, FabrizioFiorini, LauraImgrund, FlorianLazovik, ElenaMartoglia, RiccardoMedema, MichelMontangero, ManuelaPratama, Azkario RizkyQuerzoni, LeonardoScafoglieri, FedericoSetz, BrianSha, AngWanner, Jonas

Table of Contents

Visualizing the Herlofson’s Nomogram . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1Marco Angelini, Tiziana Catarci and Giuseppe Santucci

Protocols Security Analysis Using Modern Tools Of Verification . . . . . . . . . 11Liudmila Babenko and Ilya Pisarev

Research of influence of the attacks on the group of mobile wirelessnetwork nodes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20

Elena Basan, Oleg Makarevich and Stanislav Teterevyatnikov

A novel QR-code based watermarking scheme for digital rights . . . . . . . . . . 29Fabrizio d’Amore and Stefano Chiavarelli

Addressing the Tacit Knowledge of a Digital Library System . . . . . . . . . . . 41Angela Di Iorio and Marco Schaerf

Mathematical modelling of the stabilization system for a mobile basevideo camera using quaternions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51

Alexander Isaev, Anna Adamchuk, Stanislav Amirokov, Mikhail Isaev

and Mikhail Grazhdankin

Quality Management Principles of Scientific and MethodologicalSupport 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 speechrehabilitation of cancer patients . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75

Evgeny Kostyuchenko, Dariya Novokhrestova and Lidiya Balatskaya

Distributed Management System for Infocommunication NetworksBased 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 therobot anthropomorphic grip by the solution of the direct and inversekinematics problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 94

Vyacheslav Petrenko, Fariza Tebueva, Andrew Pavlov, Sergey Ryabtsev

and Vladimir Antonov

The adaptive control system of quadrocopter motion . . . . . . . . . . . . . . . . . . 105Marco Schaerf, Massimo Mecella, Dmitry Vinokursky and Filipp Samoilov

Markov Model of Evaluation of Learning Results . . . . . . . . . . . . . . . . . . . . . . 114Vladimir Serbin

Modeling and visualization of emergency situations at oil storage facilities 123Elena Abdulina

High-performance calculations for modeling of processes of transfer ofpollution 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 informationsystems based on residue number system codes and cryptographic hashfunctions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139

Sergey Dichenko and Oleg Finko

Development of the Protocol ”Electronic Cash” with InspectionCorrection Rules of the Electronic E-Cash Number for E-CommerceSystems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147

Igor Kalmykov, Maria Lapina, Natalija Kononova and Maxim Kalmykov

Simultaneous use of Imitation Learning and Reinforcement Learning inartificial intelligence development for video games . . . . . . . . . . . . . . . . . . . . . 154

Vadim Karavaev, Tatyana Kiseleva and Oksana Orlinskaya

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

grova and Aleksey Shevchenko

Educational Module ”Specialist’s Integration into the ProfessionalEnvironment” based on Massive Open Online Courses . . . . . . . . . . . . . . . . . 168

Irina Krivko, Svetlana Lebedeva, Yulia Manzhosova and Ekaterina Star-

odubtseva

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

Decrease Energy Consumption of Transport TelecommunicationNetworks 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 inuniversity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191

Andrey Malikov, Vladimir Voronkin, Aleksey Shchegolev and Svetlana

Pevchenko

Defining a cybersecurity strategy of an organization: criteria, objectivesand 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 206Vikenty Mikheev and Serge Miheev

Development of an intelligent system of complex diagnostics of humanbioelement status . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214

Sergey Miroshnikov, Irina Bolodurina, Olga Arapova and Denis Par-

fenov

The Preparation of a Modern Computer Science Teacher with the Helpof Resource-Saving Technologies and Green IT Implementation . . . . . . . . . 222

Olga Pankratova, Ekaterina Konopko, Oksana Mezentseva and Roman

Nemkov

A genetic-algorithm approach for forming individual educationaltrajectories for listeners of online courses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 229

Denis Parfenov, Veronika Zaporozhko and Irina Bolodurina

Energetic concealment of low-frequency sattelite communication systemwith arbitrary recession of radiointercepting receiver . . . . . . . . . . . . . . . . . . . 237

Vladimir Pashintsev, Alexander Chipiga and Ivan Anzin

The method of the quasioptimal per energy e�ciency design of themotion path for the anthropomorphic manipulator in a real timeoperation mode . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245

Vyacheslav Petrenko, Fariza Tebueva, Vladimir Antonov, Mikhail Gurchin-

sky and Nikolai Untewsky

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

stantin Ganshin

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

Banshchikova

Addressing multi-users open challenge in Habit Mining for a ProcessMining based approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 266

Daniele Sora, Massimo Mecella and Francesco Leotta

SLAM method: reconstruction and modeling of environment withmoving objects using an RGBD camera . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 274

Korney Tertychny, Dmitry Krivolapov, Sergey Karpov and Alexander

Khoperskov

Web-based Solutions in Modeling and Analysis of Geomagnetic Fieldand its Variations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 282

Nafisa Yusupova, Peter Groumpos, Andrei Vorobev and Gulnara Vorobeva

Model of Organization of Network Project-Research Students Activitiesin 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 variouslyoriented textures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 297

Andrey Zharkih, Galina Shagrova, Oksana Maslova and Dmitry Sinitsin

Analysis of the information protection methods in telecommunicationsystems 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 311Dmitriy Zykov, Anatoly Karassenko, Damir Urazayev and Yuri Myakochin

Development of Measures to Counter Information Extremism . . . . . . . . . . . 318Iskandar Maratovich Azhmuhamedov and Dina Aluevna Machueva

Opportunities and Challenges in Deep Generative Models . . . . . . . . . . . . . . 326Evgeny I. Nikolaev

Key Information Technologies for Digital Economy . . . . . . . . . . . . . . . . . . . . 330Nafisa Yusupova and Konstantin Mironov

Author Index

A

Abdulina, Elena 123Adamchuk, Anna 51Alexeev, Eugeny 131Amirokov, Stanislav 51Angelini, Marco 1Antonov, Vladimir 94, 245Anzin, Ivan 237Arapova, Olga 214Ardeev, Aleksandr 290Azhmuhamedov, Iskandar Maratovich 318B

Babenko, Liudmila 11Bakaev, Maxim 174Balatskaya, Lidiya 75Banshchikova, Tatiana 260Basan, Elena 20Bolodurina, Irina 214, 229Bratchenko, Natalia 81C

Catarci, Tiziana 1Chiavarelli, Stefano 29Chipiga, Alexander 237D

d’Amore, Fabrizio 29Di Iorio, Angela 41Dichenko, Sergey 139Drozdova, Victoriya Igorevna 162Dzhamiev, Nur-Magomed 303F

Fensel, Anna 199Finko, Oleg 139Fomina, Elena 260G

Ganshin, Konstantin 253Gosteva, Darya 81Govorova, Svetlana 181Grazhdankin, Mikhail 51Groumpos, Peter 282Gurchinsky, Mikhail 245I

Isaev, Alexander 51

Isaev, Mikhail 51K

Kalmykov, Igor 147Kalmykov, Maxim 147Karassenko, Anatoly 311Karavaev, Vadim 154Karpov, Andrey Sergeevich 162Karpov, Sergey 274Khachkizov, Ruslan 303Khoperskov, Alexander 274Kiseleva, Tatyana 154Klepikova, Alla G. 63Klochkov, George 174Kononova, Natalija 147Konopko, Ekaterina 222, 290Kormakova, Valentina N. 63Kostyuchenko, Evgeny 75Krivko, Irina 168Krivolapov, Dmitry 274Kurcheeva, Galina 174L

Lapina, Maria 147, 181Lebedeva, Svetlana 168Leotta, Francesco 266Linets, Gennady 181M

Machueva, Dina Aluevna 318Makarevich, Oleg 20Malikov, Andrey 191Mandritsa, Igor 199Mandritsa, Olga 199Manzhosova, Yulia 168Maslova, Oksana 297Mecella, Massimo 105, 199, 266Medenec, Viktor 181Melnikov, Sergey 181Mezentsev, Dmitriy 253Mezentseva, Oksana 222, 253Miheev, Serge 206Mikheev, Vikenty 206Mironov, Konstantin 330Miroshnikov, Sergey 214Mochalov, Valeriy 81Musaelian, Elena N. 63Myakochin, Yuri 311

N

Nemkov, Roman 222Nikolaev, Evgeny I. 326Novokhrestova, Dariya 75O

Ogur, Maxim 303Orlinskaya, Oksana 154P

Pankratova, Olga 222, 290Parfenov, Denis 214, 229Pashintsev, Vladimir 237Pavlov, Andrew 94Peleshenko, Victor 199Petrenko, Vyacheslav 94, 199, 245Pevchenko, Svetlana 191Pisarev, Ilya 11Prokopenko, Yulia A. 63R

Ryabtsev, Sergey 94, 303Rychkov, Sergey 131S

Samoilov, Filipp 105Santucci, Giuseppe 1Schaerf, Marco 41, 105Scherbakov, Dmitry 303Serbin, Vladimir 114Shagrova, Galina 162, 297Shatrov, Anatoliy 131Shchegolev, Aleksey 191Shevchenko, Aleksey 162, 253Sinitsin, Dmitry 297Solomonov, Dmitry 260Solomonov, Vladimir 260Solovyova, Irina 199Sora, Daniele 266Starodubtseva, Ekaterina 168T

Tebueva, Fariza 94, 199, 245Tertychny, Korney 274Teterevyatnikov, Stanislav 20U

Untewsky, Nikolai 245Urazayev, Damir 311V

Vinokursky, Dmitry 105

Vorobev, Andrei 282Vorobeva, Gulnara 282Voronkin, Vladimir 191Y

Yakovlev, Sergey 81Yusupova, Nafisa 282, 330Z

Zaporozhko, Veronika 229Zenkina, Svelana 290Zharkih, Andrey 297Zhuk, Aleksandr 303Zykov, Dmitriy 311

���������� �������������� ��������������

����������� ���������������

���������� ��� ��������������������������������������

�������������� �������������������� ���������

Prospect Kulakova, 2