Computational Science and Its Applications – ICCSA 2019: 19th International Conference, Saint Petersburg, Russia, July 1–4, 2019, Proceedings, Part I

865 Pages·2019·83.487 MB·English

by  Sanjay Misra, Osvaldo Gervasi, Beniamino Murgante, Elena Stankova, Vladimir Korkhov, Carmelo Torre, Ana Maria A.C. Rocha, David Taniar, Bernady O. Apduhan, Eufemia Tarantino

Sanjay Misra · Osvaldo Gervasi ·
Beniamino Murgante · Elena Stankova ·
Vladimir Korkhov · Carmelo Torre ·
Ana Maria A. C. Rocha · David Taniar ·
Bernady O. Apduhan · Eufemia Tarantino (Eds.)
Computational Science
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19th International Conference
Saint Petersburg, Russia, July 1–4, 2019
Proceedings, Part I
Lecture Notes in Computer Science 11619
Commenced Publication in 1973
Founding and Former Series Editors:
Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen
Editorial Board Members
David Hutchison
Lancaster University, Lancaster, UK
Takeo Kanade
Carnegie Mellon University, Pittsburgh, PA, USA
Josef Kittler
University of Surrey, Guildford, UK
Jon M. Kleinberg
Cornell University, Ithaca, NY, USA
Friedemann Mattern
ETH Zurich, Zurich, Switzerland
John C. Mitchell
Stanford University, Stanford, CA, USA
Moni Naor
Weizmann Institute of Science, Rehovot, Israel
C. Pandu Rangan
Indian Institute of Technology Madras, Chennai, India
Bernhard Steffen
TU Dortmund University, Dortmund, Germany
Demetri Terzopoulos
University of California, Los Angeles, CA, USA
Doug Tygar
University of California, Berkeley, CA, USA
More information about this series at http://www.springer.com/series/7407
Sanjay Misra Osvaldo Gervasi
(cid:129) (cid:129)
Beniamino Murgante Elena Stankova
(cid:129) (cid:129)
Vladimir Korkhov Carmelo Torre
(cid:129) (cid:129)
Ana Maria A. C. Rocha
(cid:129)
David Taniar Bernady O. Apduhan
(cid:129) (cid:129)
Eufemia Tarantino (Eds.)
Computational Science
–
and Its Applications
ICCSA 2019
19th International Conference
–
Saint Petersburg, Russia, July 1 4, 2019
Proceedings, Part I
123
Editors
SanjayMisra Osvaldo Gervasi
Covenant University University of Perugia
Ota, Nigeria Perugia, Italy
Beniamino Murgante ElenaStankova
University of Basilicata Saint PetersburgState University
Potenza, Italy Saint Petersburg, Russia
Vladimir Korkhov Carmelo Torre
Saint PetersburgState University Polytechnic University ofBari
Saint Petersburg, Russia Bari, Italy
Ana Maria A.C. Rocha DavidTaniar
University of Minho MonashUniversity
Braga,Portugal Clayton, VIC,Australia
Bernady O.Apduhan EufemiaTarantino
Kyushu SangyoUniversity Polytechnic University ofBari
Fukuoka,Japan Bari, Italy
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Computer Science
ISBN 978-3-030-24288-6 ISBN978-3-030-24289-3 (eBook)
https://doi.org/10.1007/978-3-030-24289-3
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Preface
Thesesixvolumes(LNCSvolumes11619–11624)consistofthepeer-reviewedpapers
fromthe2019InternationalConferenceonComputationalScienceandItsApplications
(ICCSA 2019) held in St. Petersburg, Russia during July 1–4, 2019, in collaboration
with the St. Petersburg University, St. Petersburg, Russia.
ICCSA 2019 was a successful event in the International Conferences on Compu-
tational Science and Its Applications (ICCSA) series, previously held in Melbourne,
Australia (2018), Trieste, Italy (2017), Beijing, China (2016), Banff, Canada (2015),
Guimaraes, Portugal (2014), Ho Chi Minh City, Vietnam (2013), Salvador, Brazil
(2012),Santander,Spain(2011),Fukuoka,Japan(2010),Suwon,SouthKorea(2009),
Perugia, Italy (2008), Kuala Lumpur, Malaysia (2007), Glasgow, UK (2006), Singa-
pore(2005),Assisi,Italy(2004),Montreal,Canada(2003),and(asICCS)Amsterdam,
The Netherlands (2002) and San Francisco, USA (2001).
Computationalscienceisamainpillarofmostofthecurrentresearch,industrialand
commercial activities, and plays a unique role in exploiting ICT innovative technolo-
gies. The ICCSA conference series have been providing a venue to researchers and
industry practitioners to discuss new ideas, to share complex problems and their
solutions, and to shape new trends in computational science.
Apart from the general track, ICCSA 2019 also included 33 workshops, in various
areas of computational sciences, ranging from computational science technologies, to
specific areas of computational sciences, such as software engineering, security,
artificial intelligence, and blockchain technologies. We accepted 64 papers distributed
in the five general tracks, 259 in workshops and ten short papers. We would like to
show our appreciations to the workshop chairs and co-chairs.
The success of the ICCSA conference series, in general, and ICCSA 2019, in
particular, is due to the support of many people: authors, presenters, participants,
keynote speakers, workshop chairs, Organizing Committee members, student volun-
teers, Program Committee members, Advisory Committee members, international
liaisonchairs,reviewersandpeopleinothervariousroles.Wewouldliketothankthem
all.
Wealsothankourpublisher,Springer,foracceptingtopublishtheproceedings,for
sponsoringpartofthebestpapersawardsandfortheirkindassistanceandcooperation
during the editing process.
WecordiallyinviteyoutovisittheICCSAwebsitehttp://www.iccsa.orgwhereyou
can find all relevant information about this interesting and exciting event.
July 2019 Osvaldo Gervasi
Beniamino Murgante
Sanjay Misra
Welcome to St. Petersburg
Welcome to St. Petersburg, the Venice of the North, the city of three revolutions,
creation of czar Peter the Great, the most European city in Russia. ICCSA 2019 was
hosted by St. Petersburg State University, during July 1–4, 2019.
St. Petersburg is the second largest city in Russia after Moscow. It is the former
capital of Russia and has a lot of attractions related to this role in the past: imperial
palaces and parks both in the city center and suburbs, respectable buildings of nobles
and state institutions, multitude of rivers and canals with more than 300 bridges of
various forms and sizes. Extraordinary history and rich cultural traditions of both
imperialRussiaandtheSovietUnionattractedandinspiredmanyexamplesofworld’s
greatest architecture, literature, music, and visual art, some of which can be found in
thefamousHermitageandStateRussianMuseumlocatedintheheartofthecity.Late
June and early July is the season of white nights where the sun sets only for a few
hours, and the nighttime is covered with mysterious twilight.
What to do in the city:
(cid:129) Enjoy the white nights, see the open bridges during the night and cargo ships
passingbyfromLadogaLaketotheGulfofFinlandandback.Dvortsovybridgeis
openatabout1am.Besuretostayonthecorrectsideoftheriverwhenthebridges
open!
(cid:129) Visit Hermitage (Winter palace) and State Russian Museum to see great examples
of international and Russian art, and the Kunstkammer, the oldest museum of
St. Petersburg founded by Peter the Great.
(cid:129) TraveltoSt.PetersburgsuburbsPeterhofandTsarskoeSelotoseeimperialpalaces
and splendid parks, famous Peterhoffountains.
(cid:129) Eat Russian food: borsch (beetroot soup), pelmeni and vareniki (meat and sweet
dumplings),bliny(pancakes),vinegret(beetrootsalad),drinkkvasandmaybesome
vodka.
(cid:129) WalkaroundandinsidethePeterandPaulFortress,theplacewherethecitybegan
in 1703.
(cid:129) Visit the Mariinsky Theater for famous Russian ballet and opera.
(cid:129) HaveaboattouralongtheNevaRiverandcanalstolookatthecityfromthewater.
(cid:129) Walk along Nevsky Prospect, the main street of the city.
(cid:129) Climb St. Isaac’s Cathedral colonnade to enjoy great city views.
(cid:129) GodowntotheMetro,thecity’sundergroundtrainnetworkwithsomeSoviet-style
museum-like stations.
(cid:129) Pay a visit to the recently renovated Summer Garden, the oldest park of
St. Petersburg.
(cid:129) Visit a new modern open space on the New Holland Island to see modern art
exhibitions,performancesandjusttorelaxandenjoysittingonthegrasswithanice
cream or lemonade during a hot summer day.
viii Welcome to St.Petersburg
St. Petersburg State University is the oldest university in Russia, an actively
developing,world-classcenterofresearchandeducation.Theuniversitydatesbackto
1724, when Peter the Great founded the Academy of Sciences and Arts as well as the
first Academic University and the university preparatory school in Russia. At present
thereareover5,000academicstaffmembersandmorethan30,000students,receiving
education in more than 400 educational programs at 25 faculties and institutes.
ThevenueofICCSA istheFaculty ofEconomicslocated onTavricheskaya Street,
other faculties and university buildings are distributed all over the city with the main
campus located on Vasilievsky Island and the natural science faculties (Mathematics
and Mechanics, Applied Mathematics and Control Processes, Physics, Chemistry)
located on the campus about 40 kilometers away from the city center in Peterhof.
Elena Stankova
Vladimir Korkhov
Nataliia Kulabukhova
Organization
ICCSA 2019 was organized by St. Petersburg University (Russia), University of
Perugia(Italy),UniversityofBasilicata(Italy),MonashUniversity(Australia),Kyushu
Sangyo University (Japan), University of Minho, (Portugal).
Honorary General Chairs
Antonio Laganà University of Perugia, Italy
Norio Shiratori Tohoku University, Japan
Kenneth C. J. Tan Sardina Systems, Estonia
General Chairs
Osvaldo Gervasi University of Perugia, Italy
Elena Stankova St. Petersburg University, Russia
Bernady O. Apduhan Kyushu Sangyo University, Japan
Program Committee Chairs
Beniamino Murgante University of Basilicata, Italy
David Taniar Monash University, Australia
Vladimir Korkov St. Petersburg University, Russia
Ana Maria A. C. Rocha University of Minho, Portugal
International Advisory Committee
Jemal Abawajy Deakin University, Australia
Dharma P. Agarwal University of Cincinnati, USA
Rajkumar Buyya Melbourne University, Australia
Claudia Bauzer Medeiros University of Campinas, Brazil
Manfred M. Fisher ViennaUniversityofEconomicsandBusiness,Austria
Marina L. Gavrilova University of Calgary, Canada
Yee Leung Chinese University of Hong Kong, SAR China
International Liaison Chairs
Ana Carla P. Bitencourt Universidade Federal do Reconcavo da Bahia, Brazil
Giuseppe Borruso University of Trieste, Italy
Alfredo Cuzzocrea ICAR-CNR and University of Calabria, Italy
Maria Irene Falcão University of Minho, Portugal
Robert C. H. Hsu Chung Hua University, Taiwan
Tai-Hoon Kim Hannam University, South Korea
Sanjay Misra Covenant University, Nigeria
x Organization
Takashi Naka Kyushu Sangyo University, Japan
Rafael D. C. Santos National Institute for Space Research, Brazil
Maribel Yasmina Santos University of Minho, Portugal
Workshop and Session Organizing Chairs
Beniamino Murgante University of Basilicata, Italy
Sanjay Misra Covenant University, Nigeria
Jorge Gustavo Rocha University of Minho, Portugal
Award Chair
Wenny Rahayu La Trobe University, Australia
Publicity Committee Chairs
Elmer Dadios De La Salle University, Philippines
Hong Quang Nguyen International University (VNU-HCM), Vietnam
Daisuke Takahashi Tsukuba University, Japan
Shangwang Wang Beijing University of Posts and Telecommunications,
China
Workshop Organizers
Advanced Transport Tools and Methods (A2TM 2019)
Massimiliano Petri University of Pisa, Italy
Antonio Pratelli University of Pisa, Italy
Advanced Computational Approaches in Fractals, Wavelet, Entropy and Data
Mining Applications (AAFTWTETDT 2019)
Yeliz Karaca University of Massachusetts Medical School, USA
Yu-Dong Zhang University of Leicester, UK
Majaz Moonis University of Massachusettes Medical School, USA
Advances in Artificial Intelligence Learning Technologies: Blended Learning,
STEM, Computational Thinking and Coding (AAILT 2019)
Alfredo Milani University of Perugia, Italy
Sergio Tasso University of Perugia, Italy
Valentina Poggioni University of Perugia, Italy
Affective Computing and Emotion Recognition (ACER-EMORE 2019)
Alfredo Milani University of Perugia, Italy
Valentina Franzoni University of Perugia, Italy
Giulio Biondi University of Florence, Itay