Advances in Artificial Systems for Medicine and Education II PDF
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Advances 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 ©SpringerNatureSwitzerlandAG2020 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained hereinorforanyerrorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregard tojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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
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