Intelligent Decision Technologies: Proceedings of the 12th KES International Conference on Intelligent Decision Technologies (KES-IDT 2020)

525 Pages·2020·18.888 MB·English

by  Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain

Smart Innovation, Systems and Technologies 193
Ireneusz Czarnowski
Robert J. Howlett
Lakhmi C. Jain   Editors
Intelligent Decision
Technologies
Proceedings of the 12th KES
International Conference on Intelligent
Decision Technologies (KES-IDT 2020)
Smart Innovation, Systems and Technologies
Volume 193
Series Editors
Robert J. Howlett, Bournemouth University and KES International,
Shoreham-by-sea, UK
Lakhmi C. Jain, Faculty of Engineering and Information Technology,
Centre for Artificial Intelligence, University of Technology Sydney,
Sydney, NSW, Australia
The Smart Innovation, Systems and Technologies book series encompasses the
topics of knowledge, intelligence, innovation and sustainability. The aim of the
seriesistomakeavailableaplatformforthepublicationofbooksonallaspectsof
single and multi-disciplinary research on these themes in order to make the latest
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Theseriescoverssystemsandparadigmsthatemployknowledgeandintelligence
inabroadsense.Itsscopeissystemshavingembeddedknowledgeandintelligence,
whichmaybeappliedtothesolutionofworldproblemsinindustry,theenvironment
and the community. It also focusses on the knowledge-transfer methodologies and
innovationstrategiesemployedtomakethishappeneffectively.Thecombinationof
intelligent systems tools and a broad range of applications introduces a need for a
synergy of disciplines from science, technology, business and the humanities. The
series will include conference proceedings, edited collections, monographs, hand-
books, reference books, and other relevant types of book in areas of science and
technology where smart systems and technologies can offer innovative solutions.
Highqualitycontentisanessentialfeatureforallbookproposalsacceptedforthe
series. It is expected that editors of all accepted volumes will ensure that
contributionsaresubjectedtoanappropriatelevelofreviewingprocessandadhere
to KES quality principles.
** Indexing: The books of this series are submitted to ISI Proceedings,
EI-Compendex, SCOPUS, Google Scholar and Springerlink **
More information about this series at http://www.springer.com/series/8767
Ireneusz Czarnowski Robert J. Howlett
(cid:129) (cid:129)
Lakhmi C. Jain
Editors
Intelligent Decision
Technologies
Proceedings of the 12th KES International
Conference on Intelligent Decision
Technologies (KES-IDT 2020)
123
Editors
IreneuszCzarnowski RobertJ. Howlett
Gdynia Maritime University KESInternational Research
Gdynia,Poland UK
LakhmiC. Jain
Faculty of Engineering
andInformation Technology
Centrefor Artificial Intelligence
University of Technology Sydney
Sydney,NSW,Australia
Faculty of Science
LiverpoolHope University
Liverpool, UK
KESInternational
Shoreham-by-sea, UK
ISSN 2190-3018 ISSN 2190-3026 (electronic)
Smart Innovation,Systems andTechnologies
ISBN978-981-15-5924-2 ISBN978-981-15-5925-9 (eBook)
https://doi.org/10.1007/978-981-15-5925-9
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature
SingaporePteLtd.2020
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Singapore
KES-IDT 2020 Conference Organization
Honorary Chairs
Lakhmi C. Jain, Liverpool Hope University, UK and University of Technology
Sydney, Australia
Gloria Wren-Phillips, Loyola University, USA
General Chair
Ireneusz Czarnowski, Gdynia Maritime University, Poland
Executive Chair
Robert J. Howlett, KES International & Bournemouth University, UK
Program Chair
Jose L. Salmeron, University Pablo de Olavide, Seville, Spain
Antonio J. Tallón-Ballesteros, University of Seville, Spain
v
vi KES-IDT2020ConferenceOrganization
Publicity Chair
Izabela Wierzbowska, Gdynia Maritime University, Poland
Alfonso Mateos Caballero, Universidad Politécnica de Madrid, Spain
Special Sessions
Multi-Criteria Decision-Analysis—Theory and Their Applications
WojciechSałabun,WestPomeranianUniversityofTechnologyinSzczecin,Poland
Intelligent Data Processing and its Applications
Margarita N. Favorskaya, Reshetnev Siberian State University of Science and
Technology, Russian Federation
Lakhmi C. Jain., University of Technology Sydney, Australia
Mikhail Sergeev, Saint Petersburg State University of Aerospace Instrumentation,
Russian Federation
High-Dimensional Data Analysis and Its Applications
Mika Sato-Ilic, University of Tsukuba, Japan
Decision Making Theory for Economics
Takao Ohya, Kokushikan University, Japan
Takafumi Mizuno, Meijo University, Japan
Large-Scale Systems for Intelligent Decision Making and Knowledge Engineering
Sergey Zykov, National Research University, Russia
Decision Technologies and Related Topics in Big Data Analysis of Social and
Financial Issues
Mieko Tanaka-Yamawaki, Meiji University, Japan
International Program Committee
Jair Minoro Abe, Paulista University and University of Sao Paulo, Brazil
Witold Abramowicz, Poznan University of Economics, Poland
Piotr Artiemjew, University of Warmia and Mazury, Poland
Ahmad Taher Azar, Prince Sultan University, Kingdom of Saudi Arabia
Valentina Emilia Balas, Aurel Vlaicu University of Arad, Romania
Dariusz Barbucha, Gdynia Maritime University, Poland
Andreas Behrend, University of Bonn, Germany
Mokhtar Beldjehem, University of Ottawa, Canada
Monica Bianchini, University of Siena, Italy
Gloria Bordogna, CNR IREA, Italy
KES-IDT2020ConferenceOrganization vii
Leszek Borzemski, Wrocław University of Technology, Poland
Janos Botzheim, Budapest University of Technology and Economics, Hungary
Adriana Burlea-Schiopoiu, University of Craiova, Romania
Alfonso Mateos Caballero, Universidad Politécnica de Madrid, Spain
Frantisek Capkovic, Slovak Academy of Sciences, Slovak Republic
Shyi-Ming Chen, National Taiwan University of Science and Technology, Taiwan
Chen-Fu Chien, National Tsing Hua University, Taiwan
Amine Chohra, Paris-East University (UPEC), France
Marco Cococcioni, University of Pisa, Italy
Angela Consoli, DST Group, Australia
Paulo Cortez, University of Minho, Portugal
Paolo Crippa, Università Politecnica delle Marche, Italy
Dinu Dragan, University of Novi Sad, Serbia
Margarita N. Favorskaya, Reshetnev Siberian State University of Science and
Technology, Russia
Raquel Florez-Lopez, University Pablo Olavide of Seville, Spain
Wojciech Froelich, University of Silesia, Poland
Rocco Furferi, University of Florence, Italy
Mauro Gaggero, National Research Council, Italy
Mauro Gaspari, University of Bologna, Italy
Christos Grecos, National College of Ireland, Ireland
Foteini Grivokostopoulou, University of Patras, Greece
Jerzy W. Grzymala-Busse, University of Kansas, USA
Katarzyna Harezlak, Silesian University of Technology, Poland
Ioannis Hatzilygeroudis, University of Patras, Greece
Dawn E. Holmes, University of California, USA
Katsuhiro Honda, Osaka Prefecture University, Japan
Tzung-Pei Hong, National University of Kaohsiung, Taiwan
Dosam Hwang, Yeungnam University, South Korea
Anca Ignat, Alexandru Ioan Cuza University, Romania
Yuji Iwahori, Chubu University, Japan
Piotr Jedrzejowicz, Gdynia Maritime University, Poland
Dragan Jevtic, University of Zagreb, Croatia
Ivan Jordanov, University of Portsmouth, UK
Frank Klawonn, Ostfalia University, Germany
Nikos Karacapilidis, University of Patras, Greece
Pawel Kasprowski, Silesian University of Technology, Poland
Roumen Kountchev, Technical University Sofia, Bulgaria
Kazuhiro Kuwabara, Ritsumeikan University, Japan
Aleksandar Kovačević, University of Novi Sad, Serbia
Boris Kovalerchuk, Central Washington University, USA
Marek Kretowski, Bialystok University of Technology, Poland
viii KES-IDT2020ConferenceOrganization
Vladimir Kurbalija, University of Novi Sad, Serbia
Noriyuki Kushiro, Kyushu Institute of Technology, Japan
Birger Lantow, University of Rostock, Germany
Pei-Chun Lin, Feng Chia University, Taiwan
Ivan Luković, University of Novi Sad, Serbia
Mohamed Arezki Mellal, M’Hamed Bougara University, Algeria
Mikhail Moshkov, KAUST, Saudi Arabia
Tetsuya Murai, Chitose Institute of Science and Technology, Japan
Marek Ogiela, AGH University of Science and Technology, Poland
Yukio Ohsawa, The University of Tokyo, Japan
Takao Ohya, Kokushikan University, Japan
Mrutyunjaya Panda, Utkal University, India
Georg Peters, Munich University of Applied Sciences, Germany
Isidoros Perikos, University of Patras, Greece
Petra Perner, Institut of Computer Vision and Applied Computer Sciences,
Germany
Gloria Phillips-Wren, Loyola University Maryland, USA
Anitha S. Pillai, Hindustan Institute of Technology and Science, India
Camelia Pintea, Technical University Cluj-Napoca, Romania
Dilip Kumar Pratihar, Indian Institute of Technology Kharagpur, India
Bhanu Prasad, Florida A&M University, USA
Jim Prentzas, Democritus University of Thrace, Greece
Radu-Emil Precup, Politehnica University of Timisoara, Romania
Małgorzata Przybyła-Kasperek, University of Silesia, Poland
Marcos Quiles, UNIFESP, Brazil
Milos Radovanovic, University of Novi Sad, Serbia
Azizul Azhar Ramli, Universiti Tun Hussein Onn, Malaysia
Ewa Ratajczak-Ropel, Gdynia Maritime University, Poland
Paolo Remagnino, University of Kingston, UK
Ana Respício, University of Lisbon, Portugal
Marina Resta, University of Genoa, Italy
Alvaro Rocha, University of Coimbra, Portugal
John Ronczka, Independent Research Scientist (SCOTTYNCC), Australia
Anatoliy Sachenko, Ternopil National Economic University, Ukraine
WojciechSałabun,WestPomeranianUniversityofTechnologyinSzczecin,Poland
Mika Sato-Ilic, University of Tsukuba, Japan
Milos Savic, University of Novi Sad, Serbia
Rainer Schmidt, Munich University of Applied Sciences, Germany
Ralf Seepold, HTWG Konstanz, Germany
Hirosato Seki, Osaka Institute of Technology, Japan
KES-IDT2020ConferenceOrganization ix
Bharat Singh, Big Data Labs, Hamburg, Germany
Margarita Stankova, New Bulgarian University, Bulgaria
Aleksander Skakovski, Gdynia Maritime University, Poland
Urszula Stanczyk, Silesian University of Technology, Poland
Catalin Stoean, University of Craiova, Romania
Ruxandra Stoean, University of Craiova, Romania
Shing Chiang Tan, Multimedia University, Malaysia
Claudio Turchetti, Università Politecnica delle Marche, Italy
Mieko Tanaka-Yamawaki, Meiji University, Japan
Dilhan J. Thilakarathne, VU University Amsterdam/ING Bank, Netherlands
Edmondo Trentin, University of Siena, Italy
Jeffrey Tweedale, DST Group, Australia
Eiji Uchino, Yamaguchi University, Japan
Marco Vannucci, Scuola Superiore Sant’Anna, Italy
Zeev Volkovich, ORT Braude College, Israel
Fen Wang, Central Washington University, USA
Gloria Wren, Loyola University Maryland, USA
Beata Konikowska, University of Silesia in Katowice, Poland
Yoshiyuki Yabuuchi, Shimonoseki City University, Japan
Hiroyuki Yoshida, Harvard Medical School, USA
Dmitry Zaitsev, Odessa State Environmental University, Ukraine
Lindu Zhao, Southeast University, China
Min Zhou, Hunan University of Commerce, China
Beata Zielosko, University of Silesia in Katowice, Poland
Alfred Zimmermann, Reutlingen University, Germany
Sergey Zykov, National Research University, Russia