The Moroccan Association of Innovation and Scientific Research (AMIRS) organizes in collaboration with SIDI MOHAMED BEN ABDELLAH university FEZ and IBN Tofail university KENITRA the 3^rd International Conference on Electronics, Control, Optimization and Computer Science ICECOCS’22 (IEEE ID : #55148) held on December 1^st-2^nd, 2022, Fez, Morocco. This scientific event will provide a remarkable opportunity for the academic and industrial communities in the fields of Modeling, Control and Optimization to address new challenges, share experiences and discuss future research directions. The technical program will include plenary lectures and regular technical sessions.

Proceedings

Registered and Presented papers will be submitted for possible inclusion into IEEE Xplore as well as other Abstracting and Indexing (A&I) databases.
Proceedings of all past editions of ICECOCS are published through IEEE and indexed in:
DBLP, SCOPUS IEEE.

Download ICECOCS’18 conference papers from IEEEXplore

Download ICECOCS’20 conference papers from IEEEXplore:

Journals

Extended versions of selected papers of past editions are published in journals IJMIC and SOIC.

Topics of interest include, but are not limited to:

A- Electronics:

Electronic Materials Components, Circuits and Systems, Microelectronic Systems, Engineered Materials, Dielectrics and Plasmas, Condensed Matter Physics, Optical and Magnetic, Physical Layer Design, Micro-Electronics Technology ..See more. Electrical and Electronic Engineering, Photonics and Electro-Optic Power, Energy and Industry Applications, Waves and Electromagnetic, Optical Pulses, Nonlinear Waveguides, Telecommunications and Microelectronics Basic Technology, Analog and Digital Signal Processing, Antennas and Propagation, Wave guides Modeling, Acoustic and Electromagnetic Scattering, Specification and Development of Models, Integration and Hybridization of Methods, Maintenance and reliability of Hybrid Systems, Algorithmic, Simulation of Continuous and Hybrid Complex Systems, Electron-Photon Interaction and Plasmonics, Physics and Theory of Nanostructures, Polariton Lasing in Micro cavities, Photonic Crystal Structures and Devices, Material Properties Incl. Meta materials, Organic Materials and Devices, Ultrafast Effects and Dynamical phenomena, Photonic circuits and fiber opticsless.

B- Control:

Distributed Testing, Test Software, Fault-Tolerant Control, Adaptive Control, Control Applications, Control Design Methods, Control Theory, and Control Systems, Diagnosis, Discrete Event Systems, Intelligent Control, Predictive ..See more. Control, Process Control, Robotics, Access Control Modelsless.

C- Optimization:

Combinatorial Optimization, Big Data and Large-Scale Optimization Problems, Multi-Objective, Industrial Applications of Metaheuristics, Empirical and Theoretical Research in Metaheuristics, Ant Colony Optimization, Particle ..See more. Swarm Optimization, Fireworks Algorithm, Cuckoo Search Algorithm, Planning and Scheduling, Stochastic Optimization, Supply Chain Management, Transport Optimization, Modeling, Operational Researchless.

D- Computer Science and Network Technologies:

Intelligent Systems, Cloud Computing, Bigdata analytics, Software Engineering and Networks Security, Security and Cryptology, Routing and QoS Provisioning, Multihop Communications: (Ad hoc, WSN, DTN, VANET), Mobility Issues ..See more. and Continuity of Services, Wireless Networking, Video and Multimedia, Big-Data, Data Mining.less.

E- Modeling and Simulation:

Parallel and Distributed Simulation, Real Time Simulation Methods, Multi-Agent Systems and Applications, Simulation Methods and Tools, Stochastic and Dynamic Problems, Evaluation of Modeling Languages, Techniques..See more. and Tools, New Paradigms for Model-Based Development, Modeling in Software Engineering, Game Theory, Simulation of Discrete System, Bioinformatics and Biomathematics Simulation, Petri Nets, Implementation and Analysis, Modeling and Simulation of Power Systems, Modeling and Simulation of Power Electronics and Drives, Modeling and Simulation of Distributed Generating Systems, Modeling and Simulation of Electric Machines and Transformers, Simulation Methodologies for Design and Analysis of Electromagnetic Devices, Emerging Electric Technologies, Novel Materials, Devices, and Simulation Tools, Design and Optimization of Optoelectronic Devices, Analysis of Device Performance and Internal Processes, Fabrication Process Theory and Simulation, Noise Modeling and Simulation, Coupling of Electronic, Optical, and Thermal Simulations, Mathematical Models and Numerical Methods, Mathematical Modeling Tools, Mathematical and Numerical Modeling of Wave Problems, Calibration and Validation of Models and Material Parameters.less.

F- Image & Signal Processing:

Audio/Speech Processing and Coding, Adaptive, Multidimensional, Statistical Signal Processing, Text recognition, Image/Video Processing, Image/Video Coding, System Identification and Modelling, Time-Frequency and Time-Scale ..See more. Analysis, Wavelets and Filter Banks, Signal Processing for Communications, Sampling Theory and Compressed Sensing, , Learning Systems.less.

All papers must be written in English and should describe original work. The papers should be at most 4-6 pages in the Standard IEEE conference double column format. Papers will be refereed through a blind process for technical merit and content. To be eligible for publication in the Conference proceedings, an accepted paper must be presented at the Conference by one of the authors.

ICECOCS'22 Easychair IEEE Template Call for Papers

Paper Submission Guidelines:

Creating PDF from Word manuscript:

The easiest way to create a PDF document from your Word file with all fonts properly embedded and subset as required is to direct Word to export an ISO 19005-1 compliant (PDF/A) file. Follow these steps (native in MS Word 2010 and above, or as an add-in in MS Word 2007):

- Select "Save As"→"PDF or XPS" in Word.
- Select "Options", and ensure that "ISO 19005-1 compliant (PDF/A)" is checked.

However, while the PDF/A standard enforces font embedding, it disallows other PDF features, such as effects and transparency. It is recommended to avoid such PDF/A non-compliant features; if they are to be used, however, you will need to create your PDF via other means, such as Adobe Acrobat.

Do not Use Hyperlinks. Your PDF cannot contain any links such as URLs (hyperlinks), links to the references, mail addresses or other "clickable" items. In Word, these are often shown as text that is underlined and blue, but may show up only as a changed cursor shape for reference links.

Press CTRL+A to select the entire document and then press CTRL+SHIFT+F9 to remove all hyperlinks in a document.

Creating PDF from LaTeX manuscript:

PDF files created with TeX, LaTeX, and PostScript Type 3 fonts are generally not searchable. When preparing the proposal under LaTeX, it is preferable to use scalable fonts such as Type I, Computer Modern.

PDF files utilizing Type 3 fonts are typically produced by the LaTeX system and are lowerresolution bitmapped versions of characters. It is possible to perform a few simple changes to the configuration or command-line to produce files that use PostScript Type 1 fonts, which are a vector-based. LaTeX/TeX users may want to consult the Creating quality Adobe PDF files from TeX with DVIPS website for a discussion on this subject.

For most installations of LaTeX, you can cause "dvips" to output Type 1 fonts instead of Type 3 fonts by including "-Ppdf" option to "dvips". The resulting Postscript file will reference the Type 1 Computer Modern fonts, rather than embedding the bitmapped Type 3 versions, which cause problems with printers.

You may also need to tell "dvips" to force letter-sized paper with the option: "-t letter".Some LaTeX installations also include "pdflatex", which produces acceptable PDF files as well.

IMPORTANT DATES

Submission site opening	: January 05^th, 2022
Special session Proposal	: January 20^th, 2022
Papers submission deadline	~~: March 20^th, 2022~~ : May 31^th, 2022 (Firm)
Acceptance notification	~~: August 20^th, 2022~~ : August 28^th, 2022
Camera ready	~~: September 28^th, 2022~~ : October 11^th, 2022
Conference Dates	: December 1^st-2^nd, 2022

Special Session: Intelligent Systems and Computer Modeling

Chairs:
Prof. Mohamed Amnai, Faculty of Sciences-Kenitra, Morocco.
Prof. Ali Choukri, Faculty of Sciences-Kenitra, Morocco.
Click here to download the Call for this special session

Special Session: Supply Chain management and new Technologies: Challenges and opportunities

Chairs:
Prof. Laila EL ABBADI, National School of Applied sciences, Ibn Tofail University, Morocco.
Prof. Sara HADDOU AMAR, Liwa College of Technology, Abu Dhabi, United Arab Emirates.
Prof. Samah ELRHANIMI, High School of Technologie, Ibn Tofail University, Morocco
Click here to download the Call for this special session

Fees and extra charges:

	Before 11^th October 2022	After 11^th October 2022
Moroccan Students	1800 MAD	2300 MAD
Moroccan Academics	2000 MAD	2500 MAD
International Students	200 Euro	250 Euro
International Academics	250 Euro	300 Euro

Industrial Members	3000 MAD / 300 Euro
Extra page charge (For each additional page above 6 pages)	250 MAD / 25 Euro

* Registration is per participant and per paper. One registration only to present many papers is not allowed.
* Bon de commande are not accepted.
* Please ensure that all bank charges are paid in addition to the registration fees, plus local bank wire transfer fee of 1 eur / 11 dhs.
* Registration fee covers a paper with 6 pages maximum.
* IEEE members (for more than one year) can send their IEEE membership id to request the reduced rate : 15%.
* Students must provide concurrently with the Registration Form an official university letter confirming their status as full time students and the degree program they are enrolled in.

Bank Name	Banque populaire
Banking Agency:	Agence SEBOU - Kénitra
Address:	AN. AV. MOHAMMED DIOURI & RUE YARMOUK N›6 KENITRA, MAROC.
Phone:	+212 537 36 95 40/41/42
FAX:	+212 537 36 95 44
Account Name:	ASS ASSOCIATION AMIRS
Account Number:	181 330 21116 2942300 000 7 73
Swift Transfer Code:	BCPOMAMC

Abderrahim BENSLIMANE, SIEEE

Professor of Computer Sciences, Vice-Dean IR of the UFR STS CERI/LIA University of Avignon

339 Chemin des Meinajaries BP 1228 - 84911 AVIGNON CEDEX 9

SHORT BIO:

Abderrahim Benslimane is Full Professor of Computer-Science at the Avignon University/France since 2001. He is Vice Dean of the Faculty of Sciences and Technology and Head of the Master Degree SICOM, Communicating Systems. He has been nominated in 2020 as IEEE VTS Distinguished Lecturer. He has the French award for Doctoral supervision and Research 2017-2021. He has been recently an International Expert at the French Ministry of Foreign and European affairs (2012-2016)...See more. He served as a coordinator of the Faculty of Engineering and head of the Research Center in Informatics at the French University in Egypt. He was attributed the French award of Scientific Excellency (2011-2014). He has been as Associate Professor at the University of Technology of Belfort-Montbéliard since September 1994. He obtained the title to supervise researches (HDR 2000) from the University of Cergy-Pontoise, France. He received the PhD degree (1993), DEA (MS 1989) from the Franche-Comte University of Besançon, and BS (1987) from the University of Nancy, all in Computer Science.
He has been nominated IEEE ComSoc VC of Multimedia Communications TC 2020-2022. He is past Chair of the ComSoc Technical Committee of Communication and Information Security 2017-2019. He is EiC of Inderscience Int. J. of Multimedia Intelligence and Security (IJMIS), Area Editor of Security in IEEE IoT journal, editorial member of IEEE Transaction on Multimedia, IEEE Wireless Communication Magazine, IEEE System Journal, Elsevier Ad Hoc Networks, Springer Wireless Network Journal and Past Area Editor of Wiley Security and Privacy journal 2017-2019.
He is co-founder and serves as General-Chair of the IEEE WiMob since 2005 and of iCOST and MoWNet international conference since 2011. He is General Chair of IEEE CNS 2020. He is Executive Forum Co-Chair at IEEE Globecom 2020. He is Program vice Chair of IEEE TrustCom 2020. He is Program Chair of IEEE iThings 2020. He served as a Symposium co-chair/leader in many IEEE international conferences such as ICC, Globecom, AINA and VTC. He was Guest Editor of many special issues. He participates to the steering and the program committee of many IEEE international conferences. He was Board committee member, Vice-chair of Student activities of IEEE France section/Region 8; he was Publication Vice-chair and Conference Vice-Chair of the ComSoc TC of Communication and Information Security. He participates to the steering and the program committee of many IEEE international conferences.
He has more than 220 refereed international publications (books, conference proceedings, journals and conferences) and more than 20 Special issues. All publications are in my research topics. He supervised more than 18 Ph.D thesis and more than 41 M.Sc. research thesis.
He has been reviewer of a great number of journals, of national research projects sponsored by the ANR/Telecom French Agency. He is involved in many national and international projects.
For more detail: : http://abderrahimbenslimane.org/ .less.

ABSTRACT: Internet of Things: Monitoring and optimization challenges for Security issues.

In Internet of Things (IoT)/Internet of Vehicles (IoV), availability of devices, reliability of communication, Quality of Service (QoS), and security are all essential for the good functioning of applications. Over the time, the state of devices and the overall network may depreciate. This is due to the challenging and failure-prone nature of IoT; consisting of a huge number of heterogeneous and resource-constrained things in terms of memory, communication, energy and computational capabilities...See more.
To ensure robustness, monitoring the network state, performance and functioning of the nodes and links is crucial, especially for critical applications. Safety-critical applications, such as a distributed fire- or burglar-alarm system, require that all sensor nodes are up and functional.
Monitoring techniques for detecting, localizing and recovering network failures in IoT should be significantly developed.
In this talk, we will first introduce the Internet of Things, its challenges and the monitoring concept. We will present the Research motivations and objectives for the monitoring. After presenting the stat-of-the-art research on monitoring, we will present our theoretical solutions for monitoring IoT. We target the optimization of IoT network monitoring for fault tolerance, security and quality of service purposes. less.

Hong Zhu

Chair of Cloud Computing and Cybersecurity Research group
School of Engineering, Computing and Mathematics
Oxford Brookes University
Oxford OX33 1HX, UK

SHORT BIO:

Dr. Hong Zhu is a professor of computer science at the Oxford Brookes University, UK, where he chaired the Applied Formal Methods Research Group from 2002 to 2020 and now he chairs the Cloud Computing and Cybersecuirty Research Group since 2020. He obtained his BSc, MSc and PhD degrees in Computer Science from Nanjing University, China, in 1982, 1984 and 1987, respectively. He was a faculty member of Nanjing University, China, from 1987 to 1998. ..See more. He joined Oxford Brookes University in November 1998 as a senior lecturer in computing and became a professor in Oct. 2004. His research interests are in the area of software development methodologies, including software engineering for cloud computing and software engineering of intelligent systems, formal methods, software design, programming languages, software automation, software modelling, and software testing. He has published 2 books and more than 200 research papers in journals and international conferences. He is a senior member of IEEE, a member of British Computer Society, and ACM. less.

ABSTRACT: Automated Exploratory Testing of Machine Learning Classifiers.

Software testing can be confirmatory or exploratory. The former aims at proving or disproving that the system under test has certain given properties, while the latter aims at discovering the properties and/or behaviours of the system under test. Exploratory testing (ET) has been widely employed in practice and proven being effective especially for testing software without a well-defined specification...See more. Thus, it is applicable to machine learning applications, which are almost always in lack of test oracles. However, currently ET are performed manually as far as we know. This talk applies the ET principles to feature-based machine learning classifiers with focus on the automation of the testing process. It is based on the formal theory of datamorphic testing. Our goal of testing is to discover the behaviour of the ML model under test, which is characterised by the borders between classes as defined by the model. The notion of classification Pareto fronts is introduced to represent the class borders in the form of a sequence of pairs of boundary values across the borders between classes. A set of three testing strategies are proposed and formally defined as algorithms in the framework of the datamorphism testing and implemented in the automated datamorphic test environment Morphy. We prove that the proposed strategies are correct, i.e., they always terminate and generate Pareto fronts of the model under test. We introduce the notion of complete datamorphic ET systems, which ensures that exploration of the data space of the classifier can be thoroughly covered. We prove that complete ET systems exist for various types of feature-based ML classifiers and can be systematically and automatically constructed. We demonstrate that the proposed strategies are efficient via an empirical evaluation using 10 manually code classifiers and 48 ML models build from 3 real datasets using 8 different ML techniques. Finally, we discuss the benefits of ET, compare with related work, and point to the directions of future work. less.

Muhammad Younas

School of Engineering, Computing and Mathematics - Oxford Brookes University.

SHORT BIO:

Dr. Muhammad Younas is Associate Professor in Computer Science at the School of Engineering, Computing and Mathematics, Oxford Brookes University, Oxford, UK. He has significant experience of research in the areas of cloud computing, big data, web technologies, and services computing. He has published more than two hundred papers in international journals, conferences, workshops and books...See more. His work is published/cited in top-ranked Computer Science journals and conferences such as IEEE Transactions on Industrial Electronics; IEEE Computer; Data and Knowledge Engineering; ACM SIGIR; IEEE ICWS; IEEE Cloud; IEEE Transactions on Knowledge and Data Engineering; ACM Transactions on Information Systems; IEEE Transactions on Computers; ACM SIGMOD International Conference on Management of data; Proceedings of the VLDB Endowment; IEEE International Conference on Data Engineering; and others. He also delivered keynote talks at various international conferences and symposia. He is on the review panel of various international funding councils. He serves on the editorial and advisory boards of international journals. He also serves as a chair of organizing and program committees of highly reputed international conferences. He is the member of IEEE Computer Society, IEEE Technical Committee on the Internet, IEEE Systems, Man, and Cybernetics Society, and IEEE Technical Committee on Services Computing. less.

ABSTRACT: NoSQL, Big Data and Transactions

NoSQL databases have been widely used for storing and processing big data. Big data is characterized by high volume, velocity, variety, veracity, and value. Big data applications make a greater demand on NoSQL databases in terms of data availability, scalability, and efficiency. ..See more. To meet such a demand, NoSQL databases make certain trade-offs such as: enforcing a weaker notion of consistency (based on eventual consistency model); use of a simpler data model to support scalability; and, a lack of appropriate support for table joins and referential integrity. The consequence of such trade-offs is that NoSQL databases do not provide straightforward support for implementing ACID transactions. This talk will explore existing big data and NoSQL models, application areas, and their strengths and shortcomings. It will also present a transaction model that can be used to ensure an appropriate level of consistency and efficiency in NoSQL databases. less.

Radouane Mrabet, President of Sidi Mohamed Ben Abdellah University, Fez, Morocco.
Azzeddine El Midaoui, President of Ibn Tofail University, Kenitra, Morocco.
Mustapha Ijjaali, Dean of Faculty of Sciences and Technologies, Fez, Morocco.
Mohamed EBN TOUHAMI, Dean of Faculty of Sciences, Kenitra, Morocco.
Mohamed CHAFIK EL IDRISSI, Director of the ENSA, Kenitra, Morocco.
Nasser Assem, IEEE Morocco Section Chair.
Mohammed El Mohajir, IEEE Morocco Section Past Chair.

General Co-Chairs

My El Hassan Charaf, Faculty of Sciences, Kenitra – Morocco.
Abdessalam Ait Madi, ENSA, Kenitra – Morocco.
Salma Azzouzi, Faculty of Sciences, Kenitra – Morocco.
Saoussen Cheikhrouhou, National School of Engineering of Sfax, University of Sfax, Tunisia.

Local Co-Chairs

Adnane Azzouzi, Faculty of Sciences Dhar El Mehraz - Fez, Morocco.

Publication Co-Chairs

Abdessalam Ait Madi, ENSA, Kenitra – Morocco.
Abdelhadi Raihani, ENSET, Mohammedia-Morocco.
Zhour Madini-Zouine, ENSA, Kenitra-Morocco.
Jamal Zbitou, ENSA of Tangier, UAE Morocco.

Program Co-Chairs

My El Hassan Charaf, Faculty of Sciences, Kenitra – Morocco.
El Bachir Ameur , Faculty of Sciences, Kenitra-Morocco.
Arsalane Zarghili, FST, Fez-Morocco.
Younes Zouine, ENSA, Kenitra-Morocco.
Bachir BENHALLA, Faculty of Sciences, Meknes-Morocco

Communication Co-Chairs

Salma Azzouzi , Faculty of Sciences, Kenitra – Morocco.
Adnane Addaim, ENSA, Kenitra-Morocco
Mohammed Kbadou, ENSET, Mohammedia-Morocco.
Said AQIL, ENSAM, Casablanca – Morocco.
Jamal Belkdid, EST, FEZ – Morocco.
Sara Hsaini, Faculty of Sciences, Kenitra – Morocco.

Sponsorship Co-Chairs

Mohammed Talibi Alaoui, Sidi Mohamed Ben Abdellah University - FSTF FEZ-Morocco.
Mohamed Nabil kabbaj, Faculty of Sciences, Fez-Morocco.
Jalal Laassiri, Faculty of Sciences, Kenitra-Morocco.
Khalifa Mansouri, ENSET, Mohammedia-Morocco.
Abdelali Tajmouati, FST, Settat-Morocco.

Special sessions Co-Chairs

Abdessalam Ait Madi, ENSA, Kenitra – Morocco.
Hicham Touil, FP-UAE, Morocco.
Salaheddine kammouri Alami, FST, Fez-Morocco.
Ahmed Errkik, FST, Settat-Morocco.

The program committee is still under processing

Abdelaali Chaoub, INPT, Rabat-Morocco.
Abdelali Ed-Dahhak, EST, Meknes-Morocco.
Abdelali Tajmouati, FST, Settat-Morocco.
Abdelalim Sadiq, Faculty of Sciences, Kenitra-Morocco.
Abdelaziz FRI, EST, FEZ-MOROCCO.
Abdelaziz DAAIF, ENSET, Mohammedia-Morocco.
Abdelghani Benjouad, FSJES, Meknes-Morocco.
Abdelhadi Assir, FST, Settat-Morocco
Abdelhadi Raihani, ENSET, Mohammedia-Morocco.
Abdelhafid AIT EL MAHJOUB, ENSAM, CASABLANCA-MOROCCO.
Abdelhalim Hnini, EST, Berchid-Morocco.
Abdelilah EL Mesbahi, FST, Tangier-Morocco.
Abdelilah Kahaji, ENSA, Agadir-Morocco.
Abdelilah Monir, Faculty of Sciences, Meknes-Morocco
Abdelkaher Ait Abdelouahad, FS, EL Jadida-Morocco
Abdellah Abouabdellah, ENSA, Kenitra-Morocco.
Abdellah AILANE, ENSA, Khouribga-Morocco.
Abdellah Mechaqrane, FST-USMBA University, FEZ-Morocco.
Abdellah Zyane, ENSA, Safi-Morocco.
Abdellatif EL ABDERRAHMANI, Faculty of Sciences, Fez-Morocco.
Abdelmajid Ait Taleb, ENSAM, Meknes-Morocco.
Abdelmajid Badri, FST, Mohammedia-Morocco.
ABDELMAJID BYBI, FST-Salé, Mohammed V University-Rabat,Morocco.
Abdelmajid Dargham, Faculty of Sciences, Oujda-Morocco.
Abdelmajid EL OUADI, ENSA, Kenitra-Morocco.
Abdelmonaim Tlidi, ENSA, SAFI-Morocco.
Abdelmonaime Lachkar, ENSA, Tanger-Morocco.
Abdelmounime El Magri, ENSET, Mohammedia-Morocco.
Abdelouahed MESBAHI, ENSEM-Casablanca , Morocco.
Abdelouahed Selmani, EST, Meknes, Morocco .
Abdennaceur Baghdad, FST, Mohammedia-Morocco
Abderrahim Abdellaoui, ENSA, Kenitra-Morocco.
Abderrahim Bajit, ENSA, Kenitra-Morocco.
Abderrahim El amrani, University of Sidi Mohamed Ben Abdellah, Fez, Morocco.
Abderrahim Mesbah, University of Sidi Mohamed Ben Abdellah, Fez, Morocco.
Abderrahmane Jarrou, EMSI, Casablanca-Morocco.
Abdessalam Ait Madi, ENSA, Kenitra-Morocco.
Abdessamad Belangour, FS-Ben M'Sik, Casablanca-Morocco.
Abdessamad Elboushaki, ENSA-Fez, Morocco.
Abdessamad EL BALLOUTI, ENSA, EL JADIDA-MOROCCO.
Achour El Hamdaouy, EST, Kenitra – Morocco.
Adiba El Bouzekri El Idrissi, ENSA, Eljadida, Morocco.
Adil Brouri, ENSAM, Meknes-Morocco.
Adil Majdoubi, ENSA, Kenitra, Morocco.
Adil SAADI, ENSAM, Meknes-Morocco.
Adnane Addaim, ENSA, Kenitra-Morocco.
Adnane Azzouzi, Faculty of Sciences Dhar El Mehraz - Fez, Morocco.
Afaf Bouhoute, University of Sidi Mohamed Ben Abdellah, Fez, Morocco.
Ahlame Begdouri, FST, Fez-Morocco.
Ahmed Boutejdar, DFG- Braunschweig-Bonn, Germany.
Ahmed El Abbassi, FST, Errachidia-Morocco.
Ahmed Errkik, FST, Settat-Morocco.
Ahmed HANAFI, EST, FEZ-MOROCCO.
Ahmed Khoumsi, University of Sherbrooke, Canada.
Ahmed LAGRIOUI, ENSAM-Meknes , Morocco.
Ahmed REBBANI, ENSET, Mohammedia-Morocco.
Ahmed Rmili, ENSA, Kenitra-Morocco.
Aicha Alami Hassani, FST, Fez-Morocco.
Aicha Majda, FST, Fez-Morocco.
Aissam Berrahou, ENSIAS, Rabat-Morocco.
Aissam Jebrane, Ecole Centrale,Casablanca-Morocco.
Ali Ahaitouf, FST USMBA University, FEZ-Morocco.
Ali Choukri, Faculty of Sciences, Kenitra-Morocco.
Ali Ouacha, Faculty of Sciences, Rabat-Morocco.
Alireza Ghasempour, ICT Faculty, University of Applied Science and Technology Amirkabir University of Technology - Tehran Polytechnic, Iran.
Amal Bergam, FP, Larache-Morocco.
Amer Ragab Zerek, Zawia University, Zawia-Libya.
Ameur El Amrani, EST, Meknes-Morocco.
Amin Sallem, ENIS, Sfax-Tunisia.
Anas Chafi, FST, Fez, Morocco.
Anas Mansouri, ENSA, Fez-Morocco.
Aniss Moumen, ENSA, Kenitra-Morocco.
Aouatif Amine, ENSA, Kenitra-Morocco.
Aouatif SAAD, ENSA, Kenitra-Morocco.
Arsalane Zarghili, FST, Fez-Morocco.
Ayoub Ait Lahcen, ENSA, Kenitra-Morocco.
Ayoub Bahnasse, ENSAM, Casablanca-Morocco.
Ayoub FOUAD, CRMEF, KENITRA-MOROCCO.
Azeddine Khiat, ENSET, Mohammedia-Morocco.
Aziz Ahaitouf, FP, Taza, Morocco .
Aziz Bouazzi, EST,Meknes, Morocco.
Aziz Darouichi, Cadi Ayyad University, FSTG, Marrakesh-Morocco.
Aziz Darouichi, Cadi Ayyad University, FSTG, Marrakesh-Morocco.
Aziz Derouich, EST, Fez-Morocco.
Bachir BENHALA, Faculty of Sciences, Meknes-Morocco.
Badr Dekkak, ENSA, Marrakech, Morocco.
Badraddine Aghoutane, FS, Meknes-Morocco.
Badre BOSSOUFI, Faculty of Sciences, Fez-Morocco.
Belkacem Ould Bouamama, University of Lille, France.
Benachir BOUCHIKI, Faculty of Sciences, Meknes-Morocco.
Bensalem BOUKILI, FSDM, FEZ-MOROCCCO.
Benachir BOUCHIKI, Faculty of Sciences, Meknes-Morocco.
Bilal Lotfi, ENSA, Kenitra-Morocco.
Brahami Menaouer, National Polytechnic School of Oran - Maurice Audin, Algeria.
Bouchaib Cherradi, CRMEF, EL Jadida-Morocco.
Bouchaib Riyami, IGA, Morocco.
Brahim Bakkas, ENSAM-Meknes, Morocco.
Brahim Lejdel, University of El-Oued, Algeria.
Chaimae SAADI, EST,Sale, Morocco.
Chakib Ben Njima, ENIM, Monastir-Tunisia.
Chakib El Mokhi, UCA, Marrakech, Morocco .
Chakib Jerry, FSJES, Meknes-Morocco.
Driss Gretete, ENSA, Kenitra-Morocco.
Driss Zejli, ENSA, Kenitra-Morocco.
El Ayachi CHATER, EST,Salé-Morocco.
El Bachir Ameur, FS, Kenitra-Morocco.
EL Bachir Tazi, EST, Khenifra-Morocco.
El habib NFAOUI, Faculty of Sciences, Fez-Morocco.
El Hassan Irhirane, ENSA, Marrakech, Morocco.
El Miloud Jaara, Faculty of Sciences, Oujda-Morocco.
Emilien Bourdy, University of Reims Champagne-Ardenne-France.
Faical El Bouanani, UM5, Morocco.
Farah Abdoun, ENSET, Rabat-Morocco.
Farid Abdi, USMBA University, FEZ-Morocco.
Fatiha Maaroufi, FS, Oujda-Morocco.
Fatiha Mrabti, FST, Fez-Morocco.
Fatima Errahimi, FST, Fez-Morocco.
Fatima Riouch, INPT, Rabat-Morocco.
Fayçal El-Messaoudi, ENCG, Fez-Morocco.
Fouad Aytouna, ENSA, Tetouan-Morocco.
Ghizlane Zineb Hliwa, ENSA, Kenitra-Morocco.
Habiba Chaoui, ENSA, Kenitra-Morocco.
Hafida Bouloiz, ENSA, Agadir, Morocco.
Hajji Bekkay, ENSA - UMP, Morocco.
Hamid Bennis, EST of Meknes, University of Moulay Ismail, Meknes-Morocco.
Hamid BOUYGHF, FST, Mohammedia-Morocco.
Hamid Mraoui, Faculty of Sciences, Oujda-Morocco.
Hanaa HACHIMI, USMS, Bni Mellal-Morocco,.
Hanan El Faylali, Faculty of Sciences, Kenitra – Morocco.
Hassan Abouobaida, ENSA, EL Jadida-Morocco.
Hassan El Fadil, ENSA, Kenitra-Morocco.
Hassan Mharzi, ENSA, Kenitra-Morocco.
Hassan Elmoussaoui, FST, Fez-Morocco.
Hassan SATORI, Faculty of Sciences, Fez – Morocco.
Hassane EL MARKHI, FST, Fez-Morocco.
Hatim Guermah, ENSIAS, Mohammed V University, Rabat, Morocco.
Hiba Chougrad, ENSA-Fez, Morocco.
Hicham GHENNIOUI, FST, Fez-Morocco.
Houcine Chafouk, ESIGELEC, France.
Houcine Oudira, University Mouhamed Boudiaf of M'Sila, Algeria.
Ibtissam Medarhri, ENSMR, Morocco.
Idriss Chana, EST, Meknes, Morocco.
Ikbal Zarghili, FST, Fez-Morocco.
Ikram El Azami, Faculty of Sciences, Kenitra-Morocco.
Ilham Chaker, FST, Fez-Morocco.
Ilham Oumaira, ENSA, Kenitra-Morocco.
Ismaïl Khriss, UQAR Rimouski University, Canada.
Ismail LAGRAT, ENSA, Kenita-Morocco.
Jalal Laassiri, Faculty of Sciences, Kenitra-Morocco.
Jamal Belkdid, EST, Fez-Morocco.
Jamal Kharroubi, FST, Fez-Morocco.
Jamal Zbitou, ENSA of Tangier, UAE Morocco.
Jean-Yves Dieulot, University of Lille, Lille-France.
Kaoutar EL HARI, INSEA, Rabat-Morocco.
Karim EL MOUTAOUAKIL, FP, Taza-Morocco.
Karim Rhofir, ENSA Khouribga- USMS University, Beni Mellal, Morocco.
Kenz Amhmed Bozed, Benghazi University- Libya.
Khadija Louzaoui, Faculty of Sciences, Kenitra – Morocco.
Khalid Abbad, FST, Fez-Morocco.
Khalid Chougdali, ENSA, Kenitra-Morocco.
Khalid Chikh, ENSA, Khouribga-Morocco.
Khalid HADDOUCH, ENSA-Fez , Morocco.
Khalid Housni, Faculty of Sciences, Kenitra-Morocco.
Khalid mateur, ALTEN, Rabat, Morocco.
Khalid SATORI, Faculty of Sciences, Fez-Morocco.
Khalifa Mansouri, ENSET, Mohammedia-Morocco.
Khalil Ibrahimi, Faculty of Sciences, Kenitra-Morocco.
Khalil Maalmi, FST, Fez-Morocco.
Khalili Tajeddine, ENSA Beni Mellal- USMS University, Beni Mellal, Morocco.
khaoula boukir, ENSC, Kenitra, Morocco.
Lahcen OUGHDIR, ENSA, FEZ-MOROCCO.
laila El abbadi, ENSA, Kenitra-Morocco.
Larbi EL Abdellaoui, FST, Settat-Morocco.
Larbi Setti, FP, Larache-Morocco.
Lhoussine Bahatti, ENSET, Mohammedia-Morocco.
Mahjoub Chakir, Faculty of Sciences, Kenitra-Morocco.
Malika Alami Mraktani, ENSA, Kenitra-Morocco.
Majid Ben yakhlef, University Sidi Mohamed Ben Abdellah, (FP Taza), Morocco.
Mhammed LAHBABI, FST, Fez, Morocco.
Mohamed Aissaoui, ENSA, OUJDA-MOROCCO.
Mohamed Amnai, Faculty of Sciences, Kenitra-Morocco.
Mohamed Daoudi, IMT Lille Douai- France.
Mohamed El Ghomary, FS, Sidi Mohamed Ben Abdellah University, Fez-Morocco.
Mohamed EL Khaili, ENSET, Mohammedia-Morocco.
Mohamed Fahim, FST Al Houceima, UAE university, Morocco.
Mohamed HILAL, ISSS, SETTAT-MOROCCO.
Mohamed HAMLICH, ENSAM, CASABLANCA-MOROCCO.
Mohamed Lamrini, FSDM, Fez, Morocco.
Mohamed Latrach, ESEO, Angers-France.
Mohamed Lazaar, ENSA, Tetouan-Morocco.
Mohamed Mamad, EST, Kenitra, Morocco.
Mohamed Nabil kabbaj, Faculty of Sciences, Fez-Morocco.
Mohamed Nabil Srifi, ENSA, Kenitra-Morocco.
Mohamed Oualla, FS, Kenitra-Morocco.
Mohamed Wassim Jmal, ISSAT, Gafsa-Tunisia.
Mohamed Youssfi, ENSET, Mohammedia-Morocco.
Mohammed Benbrahim, ENSA, Kenitra-Morocco.
Mohammed Benchagra, ENSA, Khourigba-Morocco.
Mohammed BERRADA, ENSA, Fez-Morocco.
Mohammed Chaouki Abounaima, FST, Fez-Morocco.
Mohammed El Hammoumi, FST, Fez, Morocco.
Mohammed Hicham ZAGGAF, ENSET, Mohammedia-Morocco.
Mohammed Jorio, FST, Fez-Morocco.
Mohammed Kaicer, Faculty of Sciences, Kenitra-Morocco.
Mohammed Guerbaoui, EST, Meknes-Morocco.
Mohammed Nahid, FST, Mohammedia-Morocco.
Mohammed Nasri, ENSA, Khouribga-Morocco.
Mohammed Qbadou, ENSET, Mohammedia-Morocco.
Mohammed Saddoune, FST, Mohammadia, Morocco.
Mohammed Sahmoudi, ENSA, Kenitra-Morocco.
Mohammed Talibi Alaoui, Sidi Mohamed Ben Abdellah University - FSTF FEZ-Morocco.
Mohsine Bouya, UIR, Rabat-Morocco.
Morad Hajji, EST, Fez, Morocco.
Mostafa El mallahi, University of Sidi Mohamed Ben Abdellah, Fez, Morocco.
Mostafa Maslouhi, ENSA, Kenitra-Morocco.
Mouna Kotti, University of Gabès, Tunisia .
Mounia ZAIM, EST, Sale, Morocco.
Mounir Arioua, ENSA, Tetouan-Morocco.
Mounir Ayadi, National Engineering Schools, Tunis-Tunisia.
Mourad Benlattar, FS-Ben M’sik, Casablanca-Morocco
Mraoui Hamid, FS, Oujda-Morocco.
Mustpha Errouha, EST, Fez, Morocco.
Mustafa Mosbah, University of Laghouat, Algeria.
Mustapha Ouardouz, FST, Tanger-Morocco.
Mustapha Oulcaid, FST, Tanger-Morocco.
My Ali Chaaba, ENSAM, Meknes-Morocco.
My El Hassan Charaf, Faculty of Sciences, Kenitra – Morocco.
My Lahcen Hasnaoui, EST, Meknes-Morocco.
My youssef Hadi, Faculty of Sciences, Kenitra-Morocco.
Nabil BENAMAR, EST, MEKNES-MOROCCO.
Nabil Derbel, University of Sfax, Tunisia.
Nabil El Akchioui, FST, Al Hoceima-MOROCCO.
Nadia Rassai, ENSA, Kenitra-Morocco.
Nadia Ziad, ENSA, Kenitra-Morocco.
Najia Es-Sbai , FST, Fez-Morocco.
Najiba Elamrani El Idrissi, FST-USMBA University, FEZ-Morocco.
Nissrine Krami, ENSA, Kenitra-Morocco.
Noreddine Chaibi, FSDM, Fez-Morocco.
Noreddine Gherabi, ENSA, Khouribga-Morocco.
Norelislam El hami, ENSA, Kenitra-Morocco.
Noura Aknin, Abdelmalek Essaadi University, Morocco.
Noura Ouerdi, FS, Oujda-Morocco.
Noureddine Chabini, Royal Military College of Canada, Ontario-Canada.
Noureddine EL Makhfi, FST-Al hoceima, Abdelmalek Essaadi University, Morocco.
Omar BOUATTANE, ENSET-Mohammedia , Morocco.
Omar El Bannay, ENSA, Khouribga-Morocco.
Othman Abdoun, FP-UAE, Morocco.
Othman Aboutafail, ENSA, Kenitra-Morocco.
Othmane El Maslouhi, ENSA, Safi-Morocco.
Otmane Chahbouni, ENSA, Safi-Morocco.
Oussama Bouazaoui, ENSA, Kenitra-Morocco.
Owen Casha, University of Malta, Malta.
Rachid Bannari, ENSA, Kenitra-Morocco.
Rachid BEN ABBOU, FST, Fez-Morocco.
Rachid El Bouayadi, ENSA, Kenitra-Morocco.
Rachid EL Gouri, ENSA, Kenitra-Morocco.
Rachid Lajouad, ENSET, Mohammedia-Morocco.
Rachid Mandry, FST, Settat-Morocco.
Radouane Yafia, Faculty of Sciences, Kenitra-Morocco.
Raouf Fareh, University of Sharjah, United Arab Emirates (UAE).
Saad Dosse Bennani, ENSA, Fez-Morocco.
Saad Motahhir, ENSA, Fez-Morocco.
Said AQIL, ENSAM, Casablanca – Morocco.
Said El Beid, Cadi Ayyad University, Marrakesh, Morocco.
Said Hraoui, ENSA, Fez-Morocco
Said KRIRM, EST, GOULMIM-Morocco.
Said Najah, FST, Fez-Morocco.
Said Ouatik El Alaoui, ENSA, Kenitra-Morocco.
Said Raghay, Cadi Ayyad University - FSTG, Marrakech-Morocco.
Salma Azzouzi, Faculty of Sciences, Kenitra – Morocco.
Samir Anter, FST, Mohammedia-Morocco.
Samir Belfkih, ENSA, Kenitra-Morocco.
Samir El Adib, ENSA, Tetouan-Morocco.
Samira Mabtoul, ENSA, Kenitra-Morocco.
Saoussen Cheikhrouhou, National School of Engineering of Sfax, University of Sfax, Tunisia.
Seddik BRI, EST, Meknes-Morocco.
Soufiane Belhouideg, Polydisciplinary Faculty - Beni Mellal, Morocco.
Taib Belghiti, ENSA, Kenitra-Morocco.
Tarik Boujiha, ENSA, Kenitra-Morocco.
Tarik Jarou, ENSA, Kenitra-Morocco.
Tomader Mazri, ENSA, Kenitra-Morocco.
Wael Dghais, University of Aveiro, Portugal.
Walid Ben Mabrouk , ISSAT, GAFSA-Tunisia.
Wolfgang Borutzky , Bonn Rhein-Sieg University, Germany.
Yahya Benkaouz, FSR, Mohammed V University, Rabat, Morocco.
Yasser Alami, UM5 University, Rabat, Morocco.
Yassine Maleh, ENSA Khouribga-Morocco.
Yassine OUHAMMOU, LIAS/ISAE-ENSMA-France.
Younes Achaoui, FS, Meknes, Morocco .
Younes ADNANI, EST, Kenitra-Morocco.
Younes Balboul, ENSA, Fez-Morocco.
Youness Bazhar, ASML, Eindhoven-Netherlands.
Younes EL Bouzekri El Idrissi, ENSA, Kenitra-Morocco.
Younes Lakhrissi, ENSA, Fez-Morocco.
Younes Zouine, ENSA, Kenitra-Morocco.
Youness Tabii, ENSA, Tetouan-Morocco.
Youssef Bentaleb, ENSA, Kenitra-Morocco.
Youssef El Gholb, FST, Fez-Morocco.
Youssef EL Merabet, Faculty of Sciences, Kenitra-Morocco.
Youssef Errami, Faculty of Sciences, El Jadida, Morocco.
Youssef Es-saady, Multidisciplinary Faculty of Taroudant, Ibn zohr University Agadir, Morocco.
Youssef Fakhri, Faculty of Sciences, Kenitra-Morocco.
Youssef Gahi, ENSA, Kenitra-Morocco.
Youssef Rochdi, ENSA, Kenitra-Morocco.
Zhour Madini-Zouine, ENSA, Kenitra-Morocco.
Zakaria CHALH, ENSA, Fez-Morocco.
Zohra Ameur, Mouloud Mammeri University, Algeria.
Zouhair Guennoun, Mohammadia School of Engineers, Rabat-Morocco.

Mustapha Ijjaali, Dean of Faculty of Sciences and Technologies, Fez, Morocco.
Mohamed Ebn Touhami, Dean of Faculty of Sciences, Kenitra – Morocco.
Mohamed Chafik El Idrissi, Director of the ENSA, Kenitra – Morocco.
Rachid Bengueddour, Vice-Dean of Faculty of Sciences, Kenitra – Morocco.
Mohammed Benbrahim, Vice Director of ENSA, Kenitra-Morocco.
Hassan Mharzi , Vice Director of ENSA, Kenitra-Morocco.
Mohamed Yahyai, Faculty of Sciences, Kenitra – Morocco.
Belkacem Ould Bouamama, University of Lille, France.
Ahmed Khoumsi, University of Sherbrooke, Canada.
Dimitri Lefebvre, University of Le Havre Normandie, France.
Said Raghay, Cadi Ayyad University - FSTG, Marrakech-Morocco.
Azeddine Zahi, Head of Computer Science Department- Faculty of Sciences and Technologies, Fez-Morocco.
Nourddine Enneya, Head of Computer Science Department- Faculty of Sciences, Kenitra-Morocco.
Rachid El Bouayyadi, Head of GERST Department ENSA, Kenitra-Morocco.
Mohammed Talibi Alaoui, Sidi Mohamed Ben Abdellah University - FSTF FEZ-Morocco.
My El Hassan Charaf, Faculty of Sciences, Kenitra – Morocco.
Abdessalam Ait Madi, ENSA, Kenitra – Morocco.
Salma Azzouzi, Faculty of Sciences, Kenitra – Morocco.
Hanan El Faylali, Faculty of Sciences, Kenitra – Morocco.