10th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions - ICSCCW-2019

997 Pages·2020·52.798 MB·English

by  Rafik A. Aliev, Janusz Kacprzyk, Witold Pedrycz, Mo Jamshidi, Mustafa B. Babanli, Fahreddin M. Sadikoglu

Advances in Intelligent Systems and Computing 1095
Rafik A. Aliev · Janusz Kacprzyk ·
Witold Pedrycz · Mo Jamshidi ·
Mustafa B. Babanli ·
Fahreddin M. Sadikoglu   Editors
10th International
Conference on Theory
and Application
of Soft Computing,
Computing with Words
and Perceptions -
ICSCCW-2019
Advances in Intelligent Systems and Computing
Volume 1095
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, School of Computer Science and 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,
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of these paradigms, social intelligence, ambient intelligence, computational neuro-
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primarily proceedings of important conferences, symposia and congresses. They
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fi
Ra k A. Aliev Janusz Kacprzyk
(cid:129) (cid:129)
Witold Pedrycz Mo Jamshidi
(cid:129) (cid:129)
Mustafa B. Babanli Fahreddin M. Sadikoglu
(cid:129)
Editors
10th International Conference
on Theory and Application
of Soft Computing,
Computing with Words
and Perceptions -
ICSCCW-2019
123
Editors
Rafik A.Aliev JanuszKacprzyk
JointMBA Program Polish Academy ofSciences
AzerbaijanStateOilandIndustryUniversity Systems Research Institute
Baku,Azerbaijan Warsaw,Poland
Witold Pedrycz Mo Jamshidi
Department ofElectrical Department ofElectrical
andComputer Engineering andComputer Engineering
University of Alberta University of Texas atSan Antonio
Edmonton, AB,Canada SanAntonio, TX,USA
Mustafa B. Babanli Fahreddin M.Sadikoglu
AzerbaijanStateOilandIndustryUniversity Department ofMechatronics
Baku,Azerbaijan Near EastUniversity
Nicosia, Turkey
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-35248-6 ISBN978-3-030-35249-3 (eBook)
https://doi.org/10.1007/978-3-030-35249-3
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Preface
The 10th International Conference on Theory and Applications Soft Computing,
Computing with Words and Perceptions (ICSCCW-2019) is the premier interna-
tional conference organized by Azerbaijan Association of “Zadeh’s Legacy and
Artificial Intelligence” (Azerbaijan), Azerbaijan State Oil and Industry University
(Azerbaijan), University of Siegen (Siegen, Germany), BISC—Berkeley Initiative
inSoftComputing(USA),UniversityofTexas,SanAntonio(USA),GeorgiaState
University (Atlanta, USA), University of Alberta (Canada), University of Toronto
(Toronto, Canada), TOBB Economics and Technology University (Turkey), and
Near East University (North Cyprus).
This volume presents the proceedings of the 10th International Conference on
TheoryandApplicationsSoftComputing,ComputingwithWordsandPerceptions
(ICSCCW-2019), held in Prague, Czech Republic, on August 27–28, 2019. It
includes contributions from diverse areas of soft computing and computing with
words such as uncertain computation, decision making under imperfect informa-
tion, neuro-fuzzy approaches, deep learning, and natural language processing. The
topics of the papers include theory and application of soft computing, information
granulation,computingwithwords,computingwithperceptions,imageprocessing
with soft computing, probabilistic reasoning, intelligent control, machine learning,
fuzzy logic in data analytics and data mining, evolutionary computing, chaotic
systems, soft computing in business, economics and finance, fuzzy logic and soft
computing in earth sciences, fuzzy logic and soft computing in engineering, fuzzy
logic and soft computing in material sciences, soft computing in medicine,
biomedical engineering, and pharmaceutical sciences.
This volume covers new ideas from theories of soft computing and computing
with words and their applications in economics, business, industry, education,
medicine, earth sciences, and other fields. This volume will be a useful guide for
academics, practitioners, and graduates in fields of soft computing and computing
v
vi Preface
with words. It will allow for increasing of interest in development and applying
of these paradigms in various real-life fields.
August 2019 Rafik Aliev
Chairman of ICSCCW-2019
Organization
Chairman
R. A. Aliev, Azerbaijan
Co-chairmen and Guest Editors
J. Kacprzyk, Poland
M. Jamshidi, USA
W. Pedrycz, Canada
M. B. Babanli, Azerbaijan
F. S. Sadikoglu, North Cyprus
International Program Committee
I. G. Akperov, Russia V. Loia, Italy
R. R. Aliev, North Cyprus R. Abiyev, North Cyprus
F. Aminzadeh, USA E. Babaei, Iran
K. Atanassov, Bulgaria P. Moog, Germany
I. Batyrshin, Mexico M. Nikravesh, USA
H. Berenji, USA V. Niskanen, Finland
K. Bonfig, Germany V. Novak, Czech Republic
D. Dubois, France I. Perfilieva, Czech Republic
D. Enke, USA H. Prade, France
B. Fazlollahi, USA H. Roth, Germany
T. Fukuda, Japan A. Khashman, UK
M. Gupta, Canada M. Salukvadze, Georgia
H. Hamdan, France, UK T. Takagi, Japan
O. Huseynov, Azerbaijan K. Takahashi, Japan
C. Kahraman, Turkey V. B. Tarasov, Russia
O. Kaynak, Turkey S. Ulyanov, Russia
V. Kreinovich, USA R. Yager, USA
D. Kumar Jana, India N. Yusupbekov, Uzbekistan
vii
viii Organization
Organizing Committee
Chairman
U. Eberhardt, Germany
Co-chairmen
T. Abdullayev, Azerbaijan
L. Gardashova, Azerbaijan
E. Tuncel, North Cyprus
Members
N. E. Adilova, Azerbaijan
M. M. M. Elamin, North Cyprus
A. Alizadeh, Azerbaijan
A. Yusupbekov, Uzbekistan
A. Guliyev, Azerbaijan
S. Uzelaltinbulat, North Cyprus
B. Guirimov, Azerbaijan
G. Sadikoglu, North Cyprus
K. Jabbarova, Azerbaijan
S. Akdag, North Cyprus
M. A. Salahli, Turkey
H. Aşkaroğlu, North Cyprus
Conference Organizing Secretariat
Azadlig Ave. 20, AZ 1010 Baku, Azerbaijan
Phone: [phone], Fax: [phone]
E-mail: [e-mail]
Abstracts