Advanced Intelligent Systems for Sustainable Development (AI2SD’2019): Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling

176 Pages·2020·17.292 MB·English

by  Mostafa Ezziyyani

Advances in Intelligent Systems and Computing 1106
Mostafa Ezziyyani   Editor
Advanced
Intelligent Systems
for Sustainable
Development
(AI2SD’2019)
Volume 5 - Advances Intelligent
Systems for Multimedia Processing
and Mathematical Modeling
Advances in Intelligent Systems and Computing
Volume 1106
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
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Mostafa Ezziyyani
Editor
Advanced Intelligent Systems
for Sustainable Development
’
(AI2SD 2019)
Volume 5 - Advances Intelligent Systems
for Multimedia Processing
and Mathematical Modeling
123
Editor
Mostafa Ezziyyani
Faculty of Sciences andTechniques
of Tangier
Abdelmalek Essaâdi University
Tangier, Morocco
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-36676-6 ISBN978-3-030-36677-3 (eBook)
https://doi.org/10.1007/978-3-030-36677-3
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Preface
After the success of the first edition AI2SD’18, this second International
Conference on Advanced Intelligent Systems for Sustainable Development 2019
(AI2SD’2019)heldinthebeautifulMarrakechcity,Morocco,continuestoestablish
new scientific and professional bridges in fields of Advanced Intelligent Systems
and technology. This event has distributed multidisciplinary technical programme
in“DigitalTransformationisleveroftheIndustrialRevolution4.0”thatdraws
attention and participation from over 400 researchers in the field of Advanced
Intelligent Systems for Sustainable Development. It is also expected a great
opportunity amongst students, scientists, researchers and industrial sectors to
exchange their idea with others in the knowledge of sustainable development and
establish an excellent network with a new colleague.
Atthisspecialevent,15internationaldistinguishedkeynotespeakersandalarge
numberofinvitedspeakerswilldelivertheiroutstandingresearchworksinvarious
fieldsofAdvancedIntelligentSystemsjoiningtogetherwith253oralpresentations
and about 62 poster presentations that would be a great opportunity to all partici-
pantstosharetheirrecentresearchinformationandknowledgeamongsteachother.
In addition to that, a free International Summer School for Big Data and Data
Mining Models will take place in our conference, eight courses animated by eight
international professors for the benefit of 100 Ph.D. students.
All papers in this issue have been subjected to a peer-review process based on
their originality and quality. The aim of the conference is to be a platform for
researchers to present their latest research works and to exchange their ideas. The
topics covered in this conference have following aspects:
(cid:129) Advanced Intelligent Systems for Education and Intelligent Learning System
(cid:129) AdvancedIntelligentSystemsforSustainableDevelopmentAppliedtoIndustry
(cid:129) Advanced Intelligent Systems for Sustainable Development Applied to
Economy
(cid:129) Advanced Intelligent Systems for Multimedia Processing and Mathematical
Modelling
(cid:129) Advanced Intelligent Systems for Information and System Security
v
vi Preface
(cid:129) Advanced Intelligent Systems for Supporting Decision and Prediction
(cid:129) Advanced Intelligent Systems for Sustainable Development Applied to
Agriculture
(cid:129) Advanced Intelligent Systems for Sustainable Development Applied to Energy
(cid:129) Advanced Intelligent Systems for Sustainable Development Applied to Health
(cid:129) Advanced Intelligent Systems for Sustainable Development Applied to
Environment
(cid:129) Advanced Intelligent Systems for Computational Web and Big Data Analytics
(cid:129) Advanced Intelligent Systems for Networking Systems and IoT
(cid:129) Advanced Intelligent Systems for GIS and Spatial Data
(cid:129) Advanced Intelligent Systems for Electrical Engineering
Overview About AI2SD Editions
The International Conference on Advanced Intelligent Systems for Sustainable
Development, applied to agriculture, energy, health, environment, industry and
economy organized each year, is one of the best international amalgamation of
eminentresearchers,studentsanddelegatesfrombothacademiaandindustrywhere
the collaborator has interactive access to emerging technology and approaches
globally. The conference focus is to have International Scientific Panel Discussion
on Advanced Technologies and Intelligent Systems for Sustainable Development
Applied to Education, Agriculture, Energy, Health, Environment, Industry and
Economy. For each edition, AI2SD brings the bright minds to give talks that are
idea-focused on a wide range of subjects, to foster learning, inspiration, and pro-
vokeconversationswithattractiveopportunitiesleadingtocompetitiveadvantages.
AI2SD is your best opportunity to influence the principal participants from the
Agricultural Energy, Health and Environment community. Additionally, research-
ersworkinginthosefieldswillhaveanaccesstoprecisemethodforpropellingtheir
research.Also,AI2SDeditionsadmittosharingofbestworksbymeansofpersonal
talks,sharingknowledgeandexperience.AI2SDeditionsofferoral,postersessions,
tutorials, training and professional meetings. The programme of the AI2SD con-
ference intends to foster interaction so as to open the way to future cooperation
between participants. The submitted papers are expected to cover state-of-the-art
technologies, theoretical concepts, standards, products’ implementation, ongoing
research projects and innovative applications of sustainable development in agri-
culture, energy, health, environment, industry and economy sensing. The funda-
mental and specific topics of AI2SD are big data analytics, wireless sensors, IoT,
geospatial technology, engineering and mechanization, modelling tools, risk ana-
lytics and preventive systems.
Foreword
ItiswithdeeppleasureandsatisfactionthatIwritethisforewordtotheproceedings
of the International Conference on Advanced Intelligent Systems for Sustainable
Development (AI2SD’19) held in the wonderful Moroccan city of Marrakech in
08–11 July 2019. This year, AI2SD’19 projected into broader hot research topics
Preface vii
that strive to stimulate study and research in favour of socio-economic sustainable
development.
AI2SD’19 consists of technical, invited sessions, keynote and tutorial sessions
covering the state-of-the-art and advanced research work on intelligent systems
applied to agriculture, environment, health, energy, economy and industry along
with themes related to big data, networking, computer vision, natural language
processing and other scopes. The papers contributed to the most recent scientific
knowledge known in the aforementioned. The Technical Programme Committee
(TPC)willincludemorethan300oftheminthesevolumeproceedings,giventheir
originality and relevance to the conference scopes. The TPC will also include
12–14keynotespeechesaddressinghottopicsrelatedtotheconferencethemes.The
papers accepted and presented in AI2SD’19 will be published in proceedings as
special issue of Springer proceedings books within the Advances in Intelligent
Systems and Computing Series/Lecture Notes in Networks and Systems/Lecture
Notes in Electrical Engineering (into seven volumes). Moreover, a number of
selectedhigh-impact full-textpapers will also beconsidered for thespecialjournal
issues as extended version. All our thanks and greetings are addressed to the
committee chairs for their great work, in either the organization or the review
process.
Acknowledgements to AI2SD’2019 Participants
We would like to express our heartfelt thanks to each of you who participated at
AI2SD’2019 conference in Marrakech. We have had four very rewarding days,
filled with interesting keynote lectures, sessions, poster and demo presentations,
summer school as well as a wide selection of assistive technology. We have had
manyinterestingdiscussionswithpeopleallovertheworld,andwehopeyouhave
as well. We hope that all participants appreciated both the scientific part and the
opportunitiestoextendtheirexistingnetworks.Iamsurethatthecooperationwith
mostofyouwillcontinueinthenearfuture.Wewouldliketogivespecialthanksto
the speakers of the conference and all partner institutes supporting us during the
event, and furthermore to effective teams who did outstanding work in organizing
the event.
Mostafa Ezziyyani
AI2SD’2019 General Chair
Organization
General Chair
Mostafa Ezziyyani FacultyofSciencesandTechnologiesofTangier,
Computer Sciences Department
[email protected]
Co-chairs
Hajar Moussanif Faculty of Sciences Semlalia of Marrakech,
UCA, Morocco
Loubna Cherrat Faculty of Sciences and Techniques of Tangier,
UAE, Morocco
Keynotes Speakers
Ikken Badr IRESEN, Rabat, Morocco
Khalil Ismail Institute of Telecooperation, Johannes Kepler
University Linz, Austria
Lloret Mauri Jaime Polytechnic University of Valencia, Spain
Kacprzyk Janusz Polish Academy of Sciences, Poland
Mohammed Seaid Durham University, UK
Lorenz Pascal University of Nancy, France
Alexander Gelbukh Instituto PolitÈcnico Nacional, Mexico
Kamal Labbassi Chouaib Doukkali University, Morocco
Mohammed Ezziyyani Faculté Polydisciplinaire de Larache, Morocco
A. Samed Bernoussi FacultyofSciencesandTechnologiesofTangier,
Morocco
M. F. Abdel Wahab BU, Egypt
Kettani Nasser KDC, Casablanca, Morocco
Khalid Zine-Dine ChDU, FS El Jadida, Morocco
Ouazar Driss M.VI.P U, Marrakech, Morocco
ix
x Organization
Hammari Jalal Engagement Manager, Industry 4.0 Specialist at
Siemens, Germany
Khadija Sabiri JCI Casablanca, Morocco
TPC Chairs
Pascal Lorenz, France Khalid Zine-Dine, Morocco
Puerto Molina, Spain Ahmed Azouaoui, Morocco
Jaime Lloret Mauri, Spain Philippe Roose, France
Joel Rodrigues, Portugal El Metoui Mustapha, Morocco
Mohammed Bahaj, Morocco Jbilou Mohammed, Morocco
Mohammed Ezziyyani, Morocco Issam Qaffou, Morocco
Abdel Ghani Laamyem, Morocco Mustapha Zbakh, Morocco
Ph.D. Organizing Committee
Maroi Tsouli Fathi Soumaya El Mamoune
Marwa Zaryouli Mohammed Rida Ech-Charrat
Sara Khrouch Mohammed Redouane Taghouti
Yassine Doukali Fenni
Local Organizing Committee
Jihad Zahir, FSSM El Adnani Mohamed, FSSM
Issam Qaffou, FSSM Hakim El Boustani, FSSM
El Bachari Essaid, FSSM Agouti Tarik, FSSM
Scientific Committee
Pedro Mauri, Spain Abdelwahed Al Hassan, Morocco
Sandra Sendra, Spain Mohammed Boulmalf, Morocco
Lorena Parra, Spain Abdellah Azmani, Morocco
Oscar Romero, Spain Kamal Labbassi, Morocco
Kayhan Ghafoor, China Jamal EL Kafi, Morocco
Jaime Lloret Mauri, Spain El Hassan Abdelwahed, Morocco
Yue Gao, UK Mohamed Chabbi, Morocco
Faiez Gargouri, Tunis Mohamed_Riduan Abid, Morocco
Mohamed Turki, Tunis Jbilou Mohammed, Morocco
Abdelkader Adla, Algeria Salima Bourougaa-Tria, Algeria
Souad Taleb Zouggar, Algeria Ahlem Hamdache, Morocco
Bakhta Nachet, Algeria Mohammed Reda Britel, Morocco
Danda B. Rawat, USA Youness Tabii, Morocco
Tayeb Lemlouma, France Mohamed El Brak, Morocco
Mohcine Bennani Mechita, Morocco Hamid Harroud, Morocco
Tayeb Sadiki, Morocco Joel Rodrigues, Portugal
Mhamed EL Merzguioui, Morocco Ridda Laaouar, Algeria