Table Of ContentAdvances in Intelligent Systems and Computing 902
Zhengbing Hu
Sergey V. Petoukhov
Matthew He Editors
Advances
in Artificial
Systems for
Medicine and
Education II
Advances in Intelligent Systems and Computing
Volume 902
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, Electronic Engineering, University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen, Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
Theseries“AdvancesinIntelligentSystemsandComputing”containspublications
on theory, applications, and design methods of Intelligent Systems and Intelligent
Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer
and information science, ICT, economics, business, e-commerce, environment,
healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern
intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput-
ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion
of these paradigms, social intelligence, ambient intelligence, computational neuro-
science, artificial life, virtual worlds and society, cognitive science and systems,
Perception and Vision, DNA and immune based systems, self-organizing and
adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics
including human-machine teaming, knowledge-based paradigms, learning para-
digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent
agents, intelligent decision making and support, intelligent network security, trust
management,interactiveentertainment,Webintelligenceandmultimedia.
The publications within “Advances in Intelligent Systems and Computing” are
primarily proceedings of important conferences, symposia and congresses. They
cover significant recent developments in the field, both of a foundational and
applicable character. An important characteristic feature of the series is the short
publication time and world-wide distribution. This permits a rapid and broad
dissemination of research results.
** Indexing: The books of this series are submitted to ISI Proceedings,
EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink **
More information about this series at http://www.springer.com/series/11156
Zhengbing Hu Sergey V. Petoukhov
(cid:129) (cid:129)
Matthew He
Editors
fi
Advances in Arti cial
Systems for Medicine
and Education II
123
Editors
Zhengbing Hu Sergey V.Petoukhov
Schoolof Educational Information MechanicalEngineering Research Institute
Technology Russian Academy of Sciences
Central China NormalUniversity Moscow,Russia
Wuhan, Hubei, China
MatthewHe
HalmosCollege ofNatural Sciencesand
Oceanography
Nova SoutheasternUniversity
Davie,FL,USA
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-12081-8 ISBN978-3-030-12082-5 (eBook)
https://doi.org/10.1007/978-3-030-12082-5
LibraryofCongressControlNumber:2018968110
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Organization
Honorary Chairs
Prof. R. F. Ganiev, Mechanical Engineering Research Institute of the Russian
Academy of Sciences, Moscow, Russia
Prof. F. Chin, The University of Hong Kong, Hong Kong
General Co-Chairs
Prof. V. A. Glazunov, Mechanical Engineering Research Institute of the Russian
Academy of Sciences, Moscow, Russia
Prof. C. Z. Wang, Hubei University of Technology, China
International Program Committee
Prof. Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences
Prof. A. I. Ageev, Institute for Economic Strategies of RAS, Russia
Dr. O. K. Ban, IBM, USA
G. Darvas, Ph.D., Institute Symmetrion, Hungary
Prof. A. S. Dmitriev, Institute of Radioengineering and Electronics of RAS,
Moscow, Russia
Prof. B. Dragovich, Institute of Physics, Belgrade, Serbia
Dr. K. Du, National University of Defense Technology, China
Prof. N. A. Balonin, Institute of Computer Systems and Programming, St.
Petersburg, Russia
Prof.E.Fimmel,InstituteofMathematicalBiologyoftheMannheimUniversityof
Applied Sciences, Germany
v
vi Organization
Prof. S. S. Ge, National University of Singapore, Singapore
Dr. I. V. Gorbulina, Russian Academy of Business, Moscow, Russia
Prof. Yu. V. Gulyaev, Institute of Radioengineering and Electronics of RAS,
Moscow, Russia
Prof. M. He, Nova Southeastern University, Fort Lauderdale, USA
Prof. A. S. Holevo, Steklov Mathematical Institute of the RAS, Moscow, Russia
Dr. J. W. Hu, Wuhan Ordnance Petty Officer School, China
Prof. A. U. Igamberdiev, Memorial University of Newfoundland, Canada
Prof. V. V. Kozlov, Steklov Mathematical Institute of the RAS, Moscow, Russia
Prof. N. N. Kudryavtsev, Moscow Institute of Physics and Technology, Moscow,
Russia
Prof. O. P. Kuznetsov, Institute of Control Sciences of RAS, Moscow, Russia
Prof. O. P. Kuzovlev, Kolomensky Medical Center, Moscow, Russia
Dr. X. J. Ma, Huazhong University of Science and Technology, China
Prof. Yu. I. Manin, Max Planck Institute of Mathematics, Bonn, Germany
Prof. V. E. Mukhin, National Technical University of Ukraine, Ukraine
Prof. D. A. Novikov, Institute of Control Sciences of RAS, Moscow, Russia
Prof. G. S. Osipov, Program Systems Institute of RAS, Moscow, Russia
Prof. Yu. S. Popkov, Institute for Systems Analysis of RAS, Russia
Prof. A. A. Potapov, Institute of Radioengineering and Electronics of RAS,
Moscow, Russia
Prof. S. C. Qu, Central China Normal University, China
Prof. Ig. A. Sokolov, Institute of Informatics Problems of RAS, Russia
Prof. Y. Shi, Bloomsburg University of Pennsylvania, USA
Dr. Eng. P. L. Simeonov, Charité University Medicine, Digital Pathology and IT,
Institute of Pathology, Berlin, Germany
Dr. J. Su, Hubei University of Technology, China
Prof. V. V. Voevodin, Lomonosov Moscow State University
Prof. J. Q. Wu, Central China Normal University, China
Prof. Q. Wu, Harbin Institute of Technology, China
Prof. Z. W. Ye, Hubei University of Technology, China
Prof. K. V. Zenkin, Tchaikovsky Moscow State Conservatory, Moscow, Russia
Prof. C. C. Zhang, Feng Chia University, Taiwan
Steering Chairs
Prof. Z. B. Hu, Central China Normal University, China
Prof.S.V.Petoukhov,MechanicalEngineeringResearchInstitute(MERI)ofRAS,
Moscow, Russia
Organization vii
Local Organizing Committee
N. S. Azikov, MERI of RAS, Moscow, Russia
A. V. Borisov, Udmurt State University, Russia
G. S. Filippov, MERI of RAS, Moscow, Russia
L. V. Hazina, MERI of RAS, Moscow, Russia
N. A. Ismailova, MERI of RAS, Moscow, Russia
I. S. Javelov, MERI of RAS, Moscow, Russia
I. D. Kireev, MERI of RAS, Moscow, Russia
A. V. Kirichenko, MERI of RAS, Moscow, Russia
I. S. Mamaev, MERI of RAS, Moscow, Russia
E. N. Petyukov, MERI of RAS, Moscow, Russia
T. A. Rakcheeva, MERI of RAS, Moscow, Russia
H. F. Saberov, MERI of RAS, Moscow, Russia
G. Zh. Sakhvadze, MERI of RAS, Moscow, Russia
A. M. Sergeev, MERI of RAS, Moscow, Russia
T. V. Silova, MERI of RAS, Moscow, Russia
V. O. Soloviev, MERI of RAS, Moscow, Russia
I. V. Stepanyan, MERI of RAS, Moscow, Russia
Publication Chair
Prof. Sergey V. Petoukhov, Mechanical Engineering Research Institute of the
Russian Academy of Sciences, Moscow, Russia
Preface
The development of artificial intelligence systems and their applications invarious
fields belongs to the most urgent tasks of modern science and technology. One
of these areas is medical engineering, in which their application is aimed at
increasing the effectiveness of diagnosing various diseases and selecting appro-
priate ways of treatment. The rapid development of artificial intelligence systems
requires the intensification of training of a growing number of relevant specialists.
At the same time, artificial intelligence systems have significant perspectives
of their application inside education technologies themselves for improving the
qualityoftrainingofspecialiststakingintoaccountpersonalcharacteristicsofsuch
specialists and also the emergence of new computer devices.
In digital systems of artificial intelligence, scientists try to reproduce inherited
intellectual abilities of human and other biological organisms. The profound study
of genetic systems and inherited biological processes can reveal bio-information
patentsoflivingnatureandgivenewapproachestocreatemoreandmoreeffective
methods of artificial intelligence. For this reason, intensive development of
bio-mathematical studies of genetic and sensory-motor systems is required on the
basis of contemporary achievements of mathematics, computer and quantum
informatics, biology, physics, etc. In other words, study of genetic systems and
creationofmethodsofartificialintelligenceshouldgoinaparallelmannertoenrich
each other.
The Second International Conference of Artificial Intelligence, Medical
Engineering, Education (October 6–8, 2018, Moscow, Russia) has its purpose to
present new thematic approaches, methods, and achievements of mathematicians,
biologists, physicians, and technologists and also to attract additional interest of
different specialists tothis perspectivetheme.Its proceedings additionally includes
articles on specific tasks in various fields, where artificial intelligence systems can
be applied in the future with great benefit.
The Conference is organized jointly by Mechanical Engineering Research
InstituteoftheRussianAcademyofSciences(IMASHRAN,http://eng.imash.ru/),
and the “International Research Association of Modern Education and Computer
Science” (RAMECS, http://www.ramecs.org/part.html).
ix
x Preface
The organization of such conferences is one of examples of growing Russian–
Chinese cooperation in different fields of science and education.
The70contributionstotheconferencewereselectedbytheprogramcommittee
for inclusion in this book out of all submissions.
Our sincere thanks and appreciation to the board members as listed below:
Rivner F. Ganiev, Russia
F. Chin, Hong Kong
Viktor A. Glazunov, Russia
C. Z. Wang, China
Janusz Kacprzyk, Poland
O. K. Ban, USA
Nikolay A. Balonin, Russia
Alexey V. Borisov, Russia
Gyorgy Darvas, Hungary
Branko Dragovich, Serbia
Alexandr S. Dmitriev, Russia
K. Du, China
Elena Fimmel, Germany
S. S. Ge, Singapore
Irina V. Gorbulina, Russia
Yu. V. Gulyaev, Russia
M. He, USA
Alexander S. Holevo, Russia
J. W. Hu, China
Abir U. Igamberdiev, Canada
Valery V. Kozlov, Russia
Nikolay N. Kudryavtsev, Russia
Oleg P. Kuznetsov, Russia
Oleg P. Kuzovlev, Russia
X. J. Ma, China
Yuri I. Manin, Germany
V. E. Muchin, Ukraine
Dmitriy A. Novikov, Russia
Gennadiy S. Osipov, Russia
Yuriy S. Popkov, Russia
Alexander A. Potapov, Russia
S. C. Qu, China
Igor A. Sokolov, Russia
Y. Shi, USA
Plamen L. Simeonov, Germany
J. Su, China
Vladimir V. Voevodin, Russia
Tatiana A. Rakcheeva, Russia
J. Q. Wu, China
