=Paper= {{Paper |id=Vol-3137/preface |storemode=property |title=None |pdfUrl=https://ceur-ws.org/Vol-3137/preface.pdf |volume=Vol-3137 |dblpUrl=https://dblp.org/rec/conf/cmis/X22 }} ==None== https://ceur-ws.org/Vol-3137/preface.pdf 
Sergey Subbotin
Editor




Computer Modeling and
Intelligent Systems
Proceedings of The Fifth International Workshop
CMIS-2022




Zaporizhzhia, Ukraine
May 12, 2022
Subbotin S., (Ed.): The Fifth International Workshop on Computer Modeling
and Intelligent Systems (CMIS-2022). Zaporizhzhia, Ukraine, May 12, 2022,
CEUR-WS.org, online




This volume represents the proceedings of the Fifth International Workshop on Com-
puter Modeling and Intelligent Systems (CMIS-2022), held in Zaporizhzhia, Ukraine,
in May, 2022. It comprises 25 contributed papers that were carefully peer-reviewed and
selected from 53 submissions.




        Copyright © 2022 for the individual papers by the papers’ authors.
        Copying permitted only for private and academic purposes.
        This volume is published and copyrighted by its editors.
                                     Preface

It is my pleasure to present you the proceedings of The Fifth International Workshop
on Computer Modeling and Intelligent Systems (CMIS-2022), held in Zaporizhzhia,
Ukraine on 12 of May 2022.
    The CMIS workshop was held in 2022 for the fifth time at the National University
"Zaporizhzhia Polytechnic" (http://www.zp.edu.ua), which is the largest and oldest
regional center for science and higher education in the Zaporizhzhia region of South-
Eastern Ukraine.
    The Fifth International Workshop on Computer Modeling and Intelligent Systems
is devoted to the 20-th Anniversaries of the foundation of the Faculty of Computer
Science and Technology and the Department of Software Tools of the National Uni-
versity “Zaporizhzhia Polytechnic”.
    The Faculty of Computer Science and Technology traces its history back to the
Faculty of Radio Engineering, where computer specialties were opened in the 1990s
(1991 - "Computer Software and Automated Systems", 1992 - "Computer Systems
and Networks", 2000 - “Specialized Computer Systems”). A new Faculty of Informat-
ics and Computer Technology was established in 2002, and headed by the Dean, As-
sociate Professor, Ph.D M. Kasian. The new faculty contained three new departments:
Department of Software Tools, Department of Computer Systems and Networks, and
Department of Computational Mathematics. In 2004 the specialty "Systems Analysis
and Management" was opened, and the Department of Computational Mathematics
was renamed as the Department of Systems Analysis and Computational Mathemat-
ics. Today, the faculty trains bachelors and masters in four specialties: 121 "Software
Engineering", 122 "Computer Science", 123 "Computer Engineering" and 124 "Sys-
tems Analysis". Doctors of philosophy are prepared in two specialties: 122 "Computer
Science", and 124 "Systems Analysis". Over the years of existence of the faculty's
specialties, more than three thousand graduates of IT specialties have graduated.
    The Department of Software Tools is the biggest IT department in Zaporizhzhia
region and the biggest department in the University by the number of students. The
history of the Software Tools Department begin in 1991, when, the specialty "Soft-
ware for Computer Engineering and Automated Systems" was opened for the first
time in the Zaporizhzhia region on the basis of the Department of Design and Produc-
tion of Radio Electronic Equipment at the Vlas Chubar Zaporizhzhia Machine-
Building Institute (later Zaporizhzhia State Technical University, then Zaporizhzhia
National Technical University, now is the National University "Zaporizhzhia Poly-
technic"). The founders of the specialty and IT education at University in the 1990s
were Associate Professors V. Kryshchuk, S. Kornienko, M. Vasylega, V. Vysochyn,
V. Dubrovin, V. Lebid’, V. Onyshchenko, О. Petryshchev, G. Polyansky, V. Rysikov,
S. Serdyuk, E. Tkachev, Senior Lecturers I. Levada, T. Onikienko, Assistant Profes-
sors O. Pozdnyakov, O. Stepanenko, L. Romanova (Deinega), S. Mylynchuk,
L. Skachko and others. The employees of other departments were also involved in
teaching at the department: Associate Professor V. Pinchuk, Associate Professor
V. Tomashevs’ky, Senior Lecturers B. Soldatov, A. Markin and others. The specialty
was licensed and subsequently accredited thanks to the efforts of the teaching staff. In
1996, the first graduation of specialists with the qualification of "Software Engineer"
took place.
    Then there was a change in the name of the specialty: it became known as "Auto-
mated Systems Software" (ASS). On the basis of the ASS specialty, in 2000 the spe-
cialization "Software in business, management and entrepreneurship" was introduced.
In 2002, a new Department of Software Tools was created, which became the basis
for the specialty ASS and became part of the newly formed Faculty of Informatics
and Computer Engineering (now it is the Faculty of Computer Science and Technolo-
gies). From the beginning of its creation and until 2012, the department was headed
by Associate Professor, Ph.D A. Prytula. In 2004, a new specialty "Information Tech-
nologies of Design" (ITD) was opened at the department. In 2006-2009 the Depart-
ment of Software Tools firstly in the University participated in Tempus project for
joint Master Degrees in Software Engineering with Polish, Czech and German univer-
sities. This was a start of further massive work on internationalization at the depart-
ment and in the University. In the 2000s, the department experienced a rapid expan-
sion of the teaching staff: representatives of production (Senior Teacher
A. Vasylenko) and young teachers (A. Parkhomenko, H. Nelasa, G. Shylo,
G. Tabunshchyk, S. Subbotin, N. Myronova, M. Andreev, M. Kalinina,
Zh. Kamins’ka, Ye. Fedorchenko, О. Kachan, A. Oliinyk). The teachers from other
departments was also involved to the work of the Department of Software Tools
(Assoc. Prof., Ph.D K. Kasian, Assoc. Prof., Ph.D R. Kudermetov and others). The
technical staff (M. Andreev, M. Kalinina, L. Zonova, Ya. Zhornyk, O. Kavins’ka, and
О. Ryashchenko) helped in ensuring the department’s educational process.
    From 2011 to 2016, the department was headed by Professor, Ph.D V. Dubrovin.
There was a change in the name of the specialty ASS: it became known as "Software
of Systems" (SS). In the 2010s, the new teachers (O. Oliinyk, Ye. Gofman, S. Zaitsev,
V. Liovkin, T. Fedoronchak, T. Kolpakova, T Zaiko) starting work at the department.
In this period the technical staff of the department was extended by new people
(K. Ludvikevich, О. Goloviznin, V. Ryabets). In 2012, the specialties "Software En-
gineering" (SE) and "Artificial Intelligence Systems" (AIS) were opened at the de-
partment. Two new laboratories have been created at the department: the laboratory
“CAD / CAM / CAE” (2012) and the laboratory “Embedded systems and remote
engineering” (2015).
    In 2014, for the first time, an employee of the department (S. Subbotin) defended
his doctoral habilitation dissertation (the scientific consultant is Prof. D. Piza).
    In 2015, according to the new list of specialties, a transition was made to training
students in the specialties 121 "Software Engineering" (combines the specialties of SE
and SS) and 122 "Computer Science " (combines the specialties of ITD and AIS).
    In 2015, the team of students of the Software Tools Department took the first abso-
lute place in the final table of the semi-finals of the world of the ACM Student Pro-
gramming Contest in South-East Europe and the first absolute place in the final table
of the final of the Ukrainian Championship in programming ACM in the major
league.
   Since 2016, the department has been headed by a former graduate of the depart-
ment, Doctor habilitated of Science, Professor S. Subbotin. In autumn 2016, the De-
partment of Software Tools expanded the licensed recruitment of Master's students to
150 people in total. In 2016, in the spring, the department licensed postgraduate stud-
ies for the preparation of Doctors of Philosophy (Ph.D) in the specialty 122 "Com-
puter Science". In May 2016, a team of students of the department represented
Ukraine in the finals of the International ACM Student Programming Contest in Thai-
land. In the 2018-19 academic year, the department successfully passed the accredita-
tion of bachelor's and master's programs in both specialties 121 "Software Engineer-
ing" and 122 "Computer Science".
   Each year from 2016 to 2021 the Department of Software Tools became a leader
on the recruitment of applicants at the university (both in terms of the number of ap-
plications and the number of recruited students). In the 2021-2022 academic year, the
number of students of the department reached 850 people, which is the largest number
of students in the history of the department, and the department itself became the
largest in terms of the number of students in the university and in the region.
   For the period 2016-2021 the department has twice increased the number of lecture
audiences assigned to it. The new laboratories of "Intelligent Computing, Virtual and
Augmented Reality" and "Software Engineering" have been created at the department.
The number of computer classes and laboratories has increased by 1.75 times. All
classrooms and laboratories of the department were repaired and equipped with new
furniture, air conditioners and multimedia projectors.
   In 2021, two applicants for the Department of Software Tools (A. Oliinyk,
M. Polyakov) has defended their dissertations for doctoral habilitation (the scientific
consultant is S. Subbotin).
   More than two thousand graduates of full-time, part-time and postgraduate forms
of education at the levels of "bachelor", "specialist" (engineer), and "master" have
been prepared on specialties of the Department of Software Tools over the years of
existence in the University. They work at the enterprises of the Zaporizhzhia region,
Ukraine and abroad.
   Today, among the department’s staff and external staff involved to the depart-
ment’s work there are three Doctors habilitated of Sciences (S. Subbotin, A. Oliinyk,
M. Polyakov) and 21 Ph.Ds (O. Gladkova, T. Golub, Ye. Gofman, V. Dubrovin,
T. Zaiko, I. Zeleneva, A. Kazurova, T. Kaplienko, M. Kasian, T. Kolpakova,
S. Kornienko, M. Kotsur, V. Liovkin, A. Parkhomenko, S. Serdyuk, S. Skrupsky,
O. Stepanenko, G. Tabunshchyk, E. Tereshchenko, T. Fedoronchak, O. Shytikova).
Four employees have the academic title of Professor (S. Subbotin, A. Oliinyk,
V. Dubrovin, G. Tabunshchyk), 16 employees have the academic title of Associate
Professor (T. Zayko, I. Zeleneva, A. Kazurova, T. Kaplienko, M. Kasian, T. Kol-
pakova, S. Kornienko, M. Kotsur, V. Liovkin, A. Parkhomenko, M. Poliakov,
S. Serdyuk, S. Skrupsky, A. Stepanenko, E. Tereshchenko, T. Fedoronchak). There
are three Senior Lecturers (L. Deinega, O. Kachan, Ye. Fedorchenko), seven Assistant
Professors (Ya. Zalubovsky, A. Timenko, D. Kavrin, Zh. Kamins’ka, O. Korotky,
S. Leoshchenko, A. Tulenkov), three Heads of laboratories (M. Andreev, M. Kalinina,
T. Kashina), three Senior LaboratoryAssistants (A. Belova, V. Kostyuk, Ye. Vinnyk),
two Laboratory Assistants (S. Liovkina, E. Polyansky), and one Engineer (R. Shloma)
working at the Department of Software Tools. The postgraduate students are also
involved in the educational process at the department.
   The department has two multimedia lecture rooms and seven modern computer
laboratories and classrooms equipped with unique valuable equipment obtained
through international and national educational and scientific projects. The material
and technical base, educational, methodological and information support are updated
annually.
   The teachers of the department carry out significant educational, methodological
and research work. The department carried out research work under the guidance of
Professor S. Subbotin, Professor V. Dubrovin, Professor G. Tabunshchyk, Associate
Professor V. Liovkin, and others. The main areas of scientific activity of the depart-
ment staff are intelligent decision support systems and mathematical modeling in the
problems of technical and biomedical diagnostics, in particular, based on artificial
neural and neuro-fuzzy networks, using digital signal and image processing methods,
methods optimization. Programming of intelligent embedded and robotic systems has
become a new area of research in recent years. During the period of existence of the
specialties of the department, its employees, graduate students and students took part
in the implementation of more than thirty research projects.
   The training of scientific and pedagogical personnel is an integral part of the work
of the department, in which much attention is paid to the training of the young genera-
tion of scientists. Since 2016, a full-time postgraduate course has been operating at
the Department of Software Tools for the preparation of Doctors of Philosophy
(Ph.D) in specialty 122 "Computer Science" (Guarantor of the specialty is S. Sub-
botin). In previous years, Post-graduate students and applicants of the department
prepared dissertations in the following specialties: 05.13.06 - information technology,
05.13.03 - systems and processes of control, 05.13.23 - systems and means of artifi-
cial intelligence, etc. During the existence of the department since 2002, the alumni of
specialties, staff, post-graduate students and applicants of the Department of Software
Tools defended four doctoral habilitation dissertations (S. Subbotin, A. Oliinyk,
M. Polyakov, G. Shylo) and eighteen Ph.D thesis (G. Tabunshchyk, S. Subbotin, T.
Kiprich, A. Stepanenko, A. Oliinyk, O. Oliinyk, O. Shitikova, T. Zaiko, V. Liovkin,
T. Fedoronchak (Yur), Ye. Gofman, G. Nelasa, T. Kaplienko, A. Sogorin,
N. Myronova, T. Kolpakova, K. Vodolazkina, Yu. Tverdokhlib).
   For the scientific work "Methods and algorithms for the synthesis of neural net-
work diagnostic and predictive models" S. Subbotin was awarded by the 2004 Prize
of the President of Ukraine for young scientists by Decree of the President of Ukraine
No. 1451/2004 dated 9.12.2004 on the basis of the submission of the Committee on
State Prizes of Ukraine in the field of science and technology. For the work "Progres-
sive technologies and software for modeling, optimization and intelligent automation
of the manufacturing and operation of new generation aircraft engine parts" in 2010 S.
Subbotin and A. Oliinyk was awarded by the Prize of the Parliament of Ukraine in the
field of fundamental and applied research and scientific and technical developments
(Resolution of the Parliament of Ukraine No. 2876-VI of December 23, 2010).
S. Subbotin (in 2001), G. Tabunshchyk (in 2006), A. Oliinyk (in 2009), and O. Oli-
inyk (in 2010) were awarded by stipendiums from the Cabinet of Ministers of
Ukraine.
   Teachers, graduate students and students of the department take part in interna-
tional, all-Ukrainian and university scientific and scientific-practical seminars, con-
ferences, and schools. During the existence of the department since 2002, the teachers
of the department have prepared and published more than thirty scientific monographs
and educational textbooks, published more than a thousand articles in scientific jour-
nals and papers at conferences and workshops, received dozens of Ukrainian patents
and certificates of copyright registration for computer programs.
   The department annually hosts an international scientific workshop "Computer
Modeling and Intelligent Systems", which papers are indexed by the Scopus scien-
tometric database, and provides the editorial work of the scientific journal "Radio
Electronics, Computer Science, Control", indexed by the Web of Science scientomet-
ric database and included in the lists of scientific professional periodicals of Ukraine
(the highest category "A") and Poland.
   Students of the department engaged in scientific work, under the guidance of
teachers, take part and win prizes at university, regional and all-Ukrainian Olympiads
and competitions of scientific works, make presentations at seminars and conferences.
In particular, at the All-Ukrainian competition for the best scientific work in the
nomination "Informatics" (2006, Sevastopol), the student An. Oliinyk (supervisor
S. Subbotin) won. Students A. Oliinyk, Ye. Kuznetsov, O. Oliinyk, D. Nezhevenko,
C. Boichenko, G. Ivanov, A. Larionov, and D. Panin have been winners of different
years of regional competitions of the Zaporizhzhia Regional State Administration for
gifted youth and are awarded with prizes and diplomas (supervisor is S. Subbotin).
Student I. Lymarev have been the winner of the regional (2018, supervisor is S. Sub-
botin) and two all-Ukrainian competitions (2018, supervisor is V. Dubrovin; 2019,
supervisor is S. Subbotin) for the best student research work.
   The department is doing a lot of work to prepare university students for participa-
tion in programming contests, including the ACM / ICPC World Command Pro-
gramming Championship, which is the largest student programming competition.
Classes with students in different years were conducted by G. Tabunshchik, S. Sub-
botin, G. Nelasa, N Myronova, O. Kachan, L. Deynega, Zh. Kamins’ka. The most
outstanding results are: the victory in the II stage (Southern region) and reaching the
semi-final of the world student programming ACM-ICPC Olympiad, the Final of
Ukraine in the Major league in 2013, 3rd place in the Final of Ukraine in 2012, 1-3
places at the regional stage (annually in different years), III place at the KPI-OPEN
Olympiad in 2014.
   Young scientists of the department are actively involved in the work of the Council
of Young Scientists and Specialists of the University. At present, the Council is
headed by post-graduate student S. Leoshchenko, earlier the council was headed by
S. Subbotin.
   The department pays considerable attention to cooperation with leading foreign
and Ukrainian partners: Vimeo (Livestream), SoftServe, Noosphere, Freshcode, Com-
putools, QATestLab, Light IT, Group BWT, Extrums, Infocom ltd, PowerCode, CHI
Software, InCode, Kozak Group, Squro, Natife, Apriorit, Multinetworks srl, MPA
Group srl, AP Consulting, Ukrosoft, Open Geeks Lab, CookieDev, S-Pro, Absolute
Web, DoneIT, Drum`N`Code, Koitechs, Logix ITS, Lumighost, Revolut ltd., Rezet,
Uran, Urich, Upwork, Behance, Boosta, Zakaz.ua, 4DPipeline, Affiliate Dragons,
Albedo, Alvakos, BestWebSoft, Binance, Coinmarket, CubeX, CUDEV, DataXDev,
Digital Sight, DnC, Evernetica, GBKSOFT, Koitechs, Magora Systems , Mobidev,
Neosight, Phonexa, Pitch, Qwerty Software, SquadMind, Svitla Systems, Visartech,
Volta, Weeteam, WhiteBit, X-Torus, Carlsberg Ukraine, ZalK, DTEK, Iskra,
Zaporizhstal, Motor Sich, Privat Bank, UkrGrafit, etc., on the basis of which students
of the department undergo internships and alumni of the department are employed. A
wide variety of enterprises where students train and graduates work indicates a high
demand in the labor market for specialists in the specialties of the Software Tools
Department and the opportunity for students of the department to easily find work in
the region, in the country, and worldwide.
    The Department of Software Tools together with the Public Organization
"Ecosens" and the Public Organization "Foundation for Educational and Scientific
Initiatives" are working to attract schoolchildren of the city of Zaporizhzhia to scien-
tific work and further education at the university within the framework of the
"SmartKids School of Robotics and Programming". Teachers of the department ac-
tively participate in the "Night of Science" and "Open Day" of the university.
    The department participates in educational projects of the international programs
Tempus and Erasmus+ of the European Union: "Cross-domain competencies for
healthy and safe work in the 21st century" (Ref. No. 619034-EPP-1-2020-1-UA-
EPPKA2-CBHE-JP, 2021-2023), "Innovative Multidisciplinary Curriculum in Artifi-
cial Implants for Bio-Engineering Bsc/Msc Degrees" (Ref. No. 586114-EPP-1-2017-
1-ES-EPPKA2-CBHE-JP, 2017-2020), "Internet of Things: Emerging Curriculum for
Industry and Human Applications" (Ref. No. 573818-EPP-1-2016-1-UK-EPPKA2-
CBHE-JP, 2016-2019), "Centers of Excellence for Young Researchers" (Ref. No.
544137- tempus-1-2013-1-sk-tempus-jphes, 2013-2017), "Development of Embedded
System Courses with implementation of Innovative Virtual approaches for Integration
of Research, Education and Production in UA, GE, AM" (Ref. No. 544091-tempus-1-
2013-1-be-tempus-jpcr, 2013-2016), "Industrial Cooperation and Creative Engineer-
ing Education based on Remote Engineering and Virtual Instrumentation" (Ref. No.
530278-tempus-1 -2012-1-de-tempus-jphes, 2012-2015), "Practice-Oriented Master
Programs in Engineering in Russia, Uzbekistan and Ukraine" (Ref. No. 510920-
tempus-1-2010-1-de-tempus-jpcr , 2010-2013), "EU-UA Master Degree in Software
Engineering" (Ref. No. JEP_26182_2005, 2006-2009), DAAD project "Virtual Mas-
ter Cooperation Data Science", as well as Erasmus+ KA1 academic mobility (Bel-
gium, Germany, Romania, Spain, Poland, Czech Republic, Austria) and DAAD
(Germany). This make it possible to improve the qualifications of the teachers of the
department, who underwent internships at leading universities in Europe and the
world, to prepare curricula and courses in accordance with world requirements, to
receive the latest computer laboratory equipment, as well as licensed software.
    The main purpose of the CMIS-2022 workshop is a discussion of the recent re-
search results in all areas of Computer Sciences and Information Technologies.
   The workshop is soliciting literature review, survey and research papers including,
whilst not limited to, the following areas of interest:
   – Artificial Intelligence (Pattern Recognition, Machine Learning, Computational
Intelligence (Neural Networks, Fuzzy and Hybrid Systems, Intelligent Optimization
and Search), Knowledge-based Systems);
   – Computer Science Methods for Modeling;
   – Info-Communication Technologies for Data Analysis (Data Mining, Decision
Support, Signal and Image Processing) and Applications for Engineering, Medicine
and Education.
   There CMIS-2022 workshop countries of PC members and authors of submitted
papers are: Belgium, Estonia, Germany, India, Israel, Kazakhstan, Netherlands, Po-
land, Portugal, Slovakia, Spain, Ukraine, United Kingdom, and United States of
America. The number of countries of CMIS-2022 authors and PC members is 14
(instead of 21 in 2021, and 12 in 2020).
   The language of CMIS-2022 Workshop is English. The workshop took the form of
oral presentations of peer-reviewed regular papers. The video of presentations is
available at https://www.facebook.com/groups/cmis.workshop/.
   The CMIS-2022 Organizing Committee have received 53 paper submissions (in-
stead of 122 submissions in 2021, 177 submissions in 2020, and 130 submissions in
2019), out of which 25 were accepted for presentation as a regular papers (instead of
44 in 2021, 83 in 2020, and 81 in 2019) in the result of reviewing process, where the
editor, program committee members, external and peer reviewers sought to ensure a
high scientific level, as well as a high-quality presentation of the selected papers.
   The paper acceptance ratio in 2022 is 47% (instead of 39% in 2021, 47% in 2020,
and 62% in 2019). These papers were published in this volume of CMIS-2022 pro-
ceedings.
   The workshop would not have been possible without the support of many people.
I would like to thank the Workshop Program Committee Members, organization staff,
and external reviewers for their excellent and tireless work. I sincerely wish that all
attendees benefited scientifically from the workshop and wish them every success in
their research. It is the humble wish of the workshop organizers that the professional
dialogue among the researchers, scientists, and engineers continues beyond the event
and that the friendships and collaborations forged will linger and prosper for many
years to come.

  May, 2022
                                                     Sergey Subbotin, Dr. Sc., Prof.,
                                       CMIS-2022 PC Chair and Proceedings Editor
                                          Head of the Department of Software Tools,
                                      National University "Zaporizhzhia Polytechnic"
                         Programme Committee

                                      Chair
Prof. Sergey Subbotin, National University "Zaporizhzhia Polytechnic", Ukraine
                                    Members
Prof. Gustavo Alves, University of Porto, Portugal
Prof. Yevgeniy Bodyanskiy, Kharkiv National University of Radio Electronics,
     Ukraine
Prof. Karsten Henke, Ilmenau University of Technology, Germany
Prof. Igor Korobiichuk, Warsaw University of Technology, Poland
Prof. Iurii Krak, Taras Shevchenko National University of Kyiv, Ukraine
Prof. Vitaly Levashenko, University of Zilina, Slovak Republic
Prof. David Luengo, Universidad Politecnica de Madrid, Spain
Prof. Andrii Oliinyk, National University "Zaporizhzhia Polytechnic", Ukraine
Prof. José Otegi, University of the Basque Country, Spain
Prof. Nataliya Pankratova, National Technical University of Ukraine “Igor
     Sikorsky Kyiv Polytechnic Institute”, Ukraine
Prof. Mykhailo Poliakov, National University "Zaporizhzhia Polytechnic", Ukraine
Prof. Anatoliy Sachenko, Western-Ukrainean National University, Ukraine
Prof. Natalya Shakhovska, Lviv Polytechnic National University, Ukraine
Prof. Galyna Tabunshchyk, National University "Zaporizhzhia Polytechnic",
     Ukraine
Prof. Carsten Wolff, Dortmund University of Applied Sciences and Arts, Germany
Prof. Elena Zaitseva, University of Zilina, Slovak Republic
Dr. Peter Arras, Katholieke Universiteit Leuven, Belgium
Dr. Ivan Izonin, Lviv Polytechnic National University, Ukraine
Dr. Anzhelika Parkhomenko, National University "Zaporizhzhia Polytechnic",
     Ukraine
Dr. Alexei Sharpanskykh, Delft University of Technology, Netherlands
Dr. Thomas (Tom) Trigano, Shamoon College of Engineering, Israel
Dr. Heinz-Dietrich Wuttke, Ilmenau University of Technology, Germany
                                Organizers



                       National University "Zaporizhzhia Polytechnic",
                       Zaporizhzhia, Ukraine

                       http://www.zp.edu.ua




                       Department of Software Tools
                       of the National University "Zaporizhzhia Polytechnic",
                       Zaporizhzhia, Ukraine

                       http://pz.zntu.net




                 Local Organizational Committee

Prof. Sergey Subbotin, National University "Zaporizhzhia Polytechnic", Ukraine
MSc Serhii Leoshchenko, National University "Zaporizhzhia Polytechnic", Ukraine
Maxim Andreev, National University "Zaporizhzhia Polytechnic", Ukraine
     Partners



 International project "Cross-domain competences
 for healthy and safe work in the 21st cen-
 tury"(WORK4CE) of Erasmus+ Programme
 co-funded by the European Union (Ref. No. 619034-
 EPP-1-2020-1-UA-EPPKA2-CBHE-JP)




International project «Virtual Master Cooperation
Data Science (ViMaCs)» of DAAD
              Sponsors




          https://freshcodeit.com
         https://freshcodeit.jobs
https://jobs.dou.ua/companies/freshcode/
       https://freshcode.training/
 https://www.instagram.com/freshcodeit/
  https://www.facebook.com/freshcodeit/




         https://groupbwt.com/
https://jobs.dou.ua/companies/groupbwt/
                                Reviewers

                                                  Number
                     Name and email
                                                 of reviews

Andrii Kopp                        3
Andriy Goncharenko        3
Andriy Palamar             3
Artem Sokolov                  3
Bohdan Sus                         3
Dmitriy Klyushin                  3
Dmytro Orlovskyi             3
Dmytro Ostrovka                1
Emil Faure                     3
Eugene Fedorov                  3
Gennadii Martynenko             6
Halyna Osukhivska            3
Hlib Horban                   3
Igor Povkhan              3
Iryna Myronets              3
Iryna Pidkurkova          3
Iryna Svyd                       3
Ivan Obod                         3
Karina Melnyk             3
Lesia Mochurad              3
Maxim Davidovsky             3
Mykhailo Dvoretskyi          3
Mykhaylo Palamar              3
Nataliya Boyko             3
Nickolay Rudnichenko         2
                                                          Number
                      Name and email
                                                         of reviews

Oksana Mulesa                    4
Oksana Pichugina                 2
Oleksandr Bauzha                           3
Oleksandr Hres                           2
Oleksandr Vorgul                   1
Olena Melnyk                      3
Olga Nechyporenko                              3
Olha Matsyi                           4
Pavlo Radiuk                          3
Pavlo Skladannyi                   3
Sergey D. Bushuyev                        3
Sergiy Zagorodnyuk                   3
Serhii Choporov                      3
Serhii Leoshchenko                   1
Serhii Vladov                         3
Svitlana Gadetska                        3
Taras Chaikivskyi               2
Taras Lendiuk                                3
Tetiana Korobeinikova        3
Tetiana Shmelova                           3
Vitalii Larin                             3
Vladimir Semenov                  3
Vladyslav Kuznetsov                3
Volodymyr Gorokhovatskyi          3
Volodymyr Rusyn                             2
Yevhen Davydenko                     3
Yurii Kryvenchuk                  3