session 1 : networks ; chair: prof. tomader mazri … · 2021. 3. 31. · abderazzak ammar, omar...

NISS 2021 Virtual Conference

SESSION-1

Session 1 : Networks ; Chair: Prof. Tomader MAZRI April 01; 02h00-03h30pm meet.google.com/ppj-jwsk-zyu

87: A new design of an ant colony optimization (ACO) algorithm for optimization of Ad Hoc Network Hala Khankhour, Otman Abdoun and Jâafar Abouchabaka

134: EE-FTR: An Energy-Efficient Fault-Tolerant Routing Protocol for Wireless Sensor Networks Khadidja Belkadi and Mohamed Lehsaini

106: MmRPL: QoS aware routing for Internet of Multimedia Things Hadjer Bouzebiba and Oussama Hadj Abdelkader

57: Advanced GAF routing protocol using the goal attainment method in WSN Hanane Aznaoui, Arif Ullah, Said Raghay and Layla Aziz

143: Comparative Study on the protocols used by autonomous car, DSRC, C-V2X , 5G Kawtar Jellid and Tomader Mazri

95: Comparative Study between Network Layer Attacks in Mobile Ad Hoc Networks Oussama Sbai and Mohamed Elboukhari

NISS 2021 Virtual Conference

SESSION-2 Session 2 : Artificial Intelligence 1 ; Chair: Prof. El HAMI Norelislam

April 01; 02h00-03h30pm

meet.google.com/hqf-fvda-ugw

85: BMGC: A Deep Learning Approach to Classify Bangla Music Genres Moumita Sen Sarma and Avishek Das

141: Detection of Human Activities in Wildlands to prevent the occurrence of Wildfires using Deep Learning and Remote Sensing Ayoub Jadouli and Chaker El Amrani

54: Tomato Plant Disease Detection And Classication Using Convolutional Neural Network Architectures Technologies Djalal Rafik Hammou and Boubaker Mechab

157: Skin Detection Based on Convolutional Neural Network Yamina Bordjiba and Chemesse Ennehar Bencheriet

140: A combined 2D Unet - 2D Convolutional LSTM for cardiac cine MRI short-axis sequences segmentation. Abderazzak Ammar, Omar Bouattane and Mohammed Youssfi

66: An intelligent Chat boot system for E-learning Application Youness Saadna, Anouar Abdelhakim Boudhir and Ben Ahmed Mohamed

120 : Comparison Support Vector Machines and K-Nearest Neighbors in Classifying Ischemic Stroke by Using Convolutional Neural Networks as a Feature Extraction Glori Saragih and Zuherman Rustam

130 : Classification of Remote Sensing scenes using Semi-Supervised Domain Adaptation based on Entropy Adversarial Optimization Tariq Lasloum, Haikel Alhichri and Yakoub Bazi

NISS 2021 Virtual Conference

SESSION-3 Session 3 : IoT 1 ; Chair: Prof. JAROU Tarik April 01; 02h00-03h30pm meet.google.com/iuk-xyhh-bnu 15: Proposal for an alert and monitoring solution based on the SIP and IoT protocol: the case of agriculture Latyr Ndiaye, Kéba Gueye and Samuel Ouya

7: Build a malware detection software for IOT network Using Machine learning Somaya Haiba and Tomadar Mazri

53: Smart agriculture solution based on IoT and TVWS for arid regions of the Central African Republic Edgard Ndassimba, Nadege Gladys Ndassimba, Ghislain Mervyl Kossingou and Samuel Ouya

86: IoT Protocols – MQTT versus CoAP Alyaziya Almheiri and Zakaria Maamar

162: DTN gateway For an Interoperable IoT architecture Rajae Tamri and Said Rakrak

173 : New architecture for Energy distribution optimization using Iot: an application to Smart Grid Ossama Laazani, Boudhir Anouar Abdelhakim and Mohamed Ben Ahmed

48 : A Survey on SDN based energy-efficiency approaches in IoT Taki Eddine Chaib Ainou, Soheyb Ayad and Labib Sadek Terrissa

NISS 2021 Virtual Conference

SESSION-4 Session 4 : Security 1 ; Chair: Prof. Jalal LAASSIRI April 01; 02h00-03h30pm meet.google.com/zxg-wgqv-wmp 112: BMGC: Enhancing the Security of Railway System Using Honey Trap Train and IPS/IDS Design Rasha Ali and Rayya Muhammad 114: Classification of security attacks in WBAN for medical healthcare Asmae Bengag, Amina Bengag and Omar Moussaoui

126: Security Analysis of Mobile Banking Application in Qatar Shaymaa Al-Delayel and Richard Adeyemi Ikuesan 133: SDN Control Plane Security: Attacks and migration techniques Kiran Fatima, Narmeen Zakaria Bawany and Kanwal Zahoor

118: Effects of Jamming Attack in the Internet of Things Imane Kerrakchou, Sara Chadli, Mohammed Saber and Mohammed Ghaouth Belkasmi 38: An Improved Lossy-Encryption System for Still-Image Data Based on the Quaternion Multiplication and Robust Chaos Imad El Hanouti, Hakim El Fadili and Mohamed Boussif

42 : Attacks and defenses on autonomous vehicles: A comprehensive Study Manale Boughanja and Tomader Mazri

NISS 2021 Virtual Conference

SESSION-5 Session 5 : 5G Networks ; Chair: Prof. SAADANE Rachid April 01; 03h45-05h15pm meet.google.com/pvy-xpwq-hre 137: A Novel Design of Frequency Reconfigurable Antenna For 5G Mobile Phones Sanaa Errahili, Asma Khabba, Saida Ibnyaich and Moha M'rabet Hassani

153: NB-IoT and eMTC towards Massive MTC: Performance evaluation and comparison for 5G mMTC Adil Abou El Hassan, Abdelmalek El Mehdi and Mohammed Saber

131: Study and comparison of the different elements of handover execution: a case of the LTE network Samia Hakkou, Tomader Mazri and Nabil Hmina

27: On the Performance of 5G Narrow-Band Internet of Things for Industrial Applications Chehri Abdellah, Saadane Rachid, Ouafiq El Mehdi and Slalmi Ahmed

78: Deep Learning Models for Security in 5G Networks: Proposition of Security Assessment Process Asmaa Ftaimi and Tomader Mazri

84: Overview and Performance Monitoring and Analysis of EN-DC Amine El Rhayour and Tomader Mazri

79: Secure user authentication scheme for the Virtual Doctor System enabled H-iot through 5G Network: A comparison study Fatima Rougaii and Mazri Tomader

152: Already 6G? Why? Oumaima El Rhazal and Tomader Mazri

NISS 2021 Virtual Conference

SESSION-6

Session 6 : Artificial Intelligence 2 ; Chair: Prof. Abdelmajid ELOUADI

April 01; 03h45-05h15pm

meet.google.com/vam-vdoc-cgv

72: Prediction of international trade evolution through the Support Vector Machine: The case of a port complex Ouail El Imrani

18: CRAN: An Hybrid CNN-RNN Attention-Based Model for Arabic Machine Translation Nouhaila Bensalah, Habib Ayad, Abdellah Adib and Abdelhamid Ibn El Farouk

61: Impact of the CNN patch size in the Writer Identification Abdelillah Semma, Yaâcoub Hannad and Youssfi El Kettani

41: Data Stream clustering for detecting misbehavior in an intelligent transportation system Sara Ftaimi and Tomader Mazri

21 / 70: Approach of Digital Devices Diagnostic On The Basis Of Fuzzy Logic Dmitriy Bystrov

64: Personalized question-answering over linked data Anas El-Ansari, Mohamed El Fissaoui and Abderrahim Beni-Hssane

5: Towards a Smart City Approach: A Comparative Study Zineb Korachi and Bouchaïb Bounabat

60 : Web Based Composition using Machine Learning Approaches: A Literature Review Yapo Jesus Ekie, Bassirou Gueye, Ibrahima Niang and Atse Marcellin Tresor Ekie

NISS 2021 Virtual Conference

SESSION-7 Session 7 : Data Management ; Chair: Prof. Aniss MOUMEN

April 01; 03h45-05h15pm

meet.google.com/frn-mgsn-caa

71: Model-driven engineering: From SQL relational database to column – oriented database in big data context. Fatima Zahra Belkadi and Redouane Esbai

111: Endorsing Energy Efficiency Through Accurate Appliance-Level Power Monitoring, Automation and Data Visualization Aya Sayed, Abdullah Alsalem, Yassine Himeur, Faycal Bensaali and Abbes Amira

55: Towards a Flexible Relational Database Query System Rachid Mama and Mustapha Machkour

26: The importance of data catalog in managing data lakes Mohamed Cherradi, Anass El Haddadi and Hayat Routaib

138 : Hyperspectral data preprocessing of the Northwestern Algeria region Zoulikha Mehalli, Ehlem Zigh, Abdelhamid Loukil and Adda Ali Pacha

101 : Knowledge Discovery for sustainability enhancement through Design for Relevance Abla Chaouni Benabdellah, Asmaa Benghabrit, Imane Bouhaddou and Kamar Zekhnini

123 : Comparative study of data preparation methods in quantum clustering algorithms Oumayma Ouedrhiri, Oumayma Banouar, Said Raghay and Salah Elhadaj

142: State of art of PLS Regression for non quantitative data and in Big Data context Yasmina Al Marouni and Youssef Bentaleb

NISS 2021 Virtual Conference

SESSION-8 Session 8 : Security 2 ; Chair: Prof. Abderrahim GHADI April 01; 03h45-05h15pm

meet.google.com/nro-eiem-aie 91: Cryptography over the twisted Hessian curve H^{3}_{a,d} Grini Abdelali

33: Method for Designing Countermeasures for Crypto-Ransomware Based on the NIST CSF Hector Torres-Calderon, Marco Velasquez and David Mauricio

23: Enhanced Intrusion Detection System based on AutoEncoder network and Support Vector Machine Sihem Dadi and Mohamed Abid

129: Generative and Autoencoder Models for Large-Scale Mutivariate Unsupervised Anomaly Detection Nabila Ounasser, Maryem Rhanoui, Mounia Mikram and Bouchra El Asri

62 : Privacy threat modeling in personalized search systems Anas El-Ansari, Marouane Birjali and Abderrahim Beni Hssane

105 : A real time smart agent for network traffic profiling and intrusions detection based on combined Machine Learning algorithms Nadiya El Kamel, Mohamed Eddabbah, Youssef Lmoumen and Raja Touahni

NISS 2021 Virtual Conference

SESSION-9 Session 9 : COVID19 1 ; Chair: Prof. EL ACHAAK Lotfi

April 02; 09h30-11h00am

meet.google.com/fmg-ukrn-mic

43: An Analysis of The Content in Social Networks During Covid-19 Pandemic Mironela Pirnau

154: COVID-19 Contact Tracing Mobile Application in Big Data Ecosystem El Aachak Lotfi, Ikram Ben Abdel Ouahab, Fatiha Elouaai and Mohammed Bouhorma

49: Missing Data Analysis in the Healthcare Field: Covid-19 Case Study Hayat Bihri, Sara Hsaini, Salma Azzouzi and My El Hassan Charaf

161: Data-based automatic Covid-19 rumors detection in social networks Bolaji Bamiro and Ismail Assayad

9: Detection of COVID-19 from Chest X-ray images using Deep learning Insaf Bellamine, Hakim Nasaoui and Hassan Silkan

37: X-ray image classification using Deep Learning method for Covid-19 diagnostic Samira Achki, Abdelali El Gourari and Layla Aziz

172: The impact of COVID-19 on education: Performance Analysis of Tracks and Tools for Distance Education in Schools during the Coronavirus Pandemic in Morocco Fatima Zohra Lhafra and Otman Abdoun

NISS 2021 Virtual Conference

SESSION-10 Session 10 : Digital Learning Chair: Prof. Aziz MAHBOUB & Nihad EL GHOUCH

April 02; 09h30-11h00am

meet.google.com/hja-dyhc-ipt

36: Extracting learner's model variables for dynamic grouping system Gouasmi Noureddine, Mahnane Lamia and Lafifi Yacine

128: Discrete Large-scale Multi-Objective Teaching-Learning-Based Optimization Algorithm Wafa Aouadj, Mohamed Rida Abdessemed and Rachid Seghir

82 : E-learning and the new pedagogical practices of Moroccan teachers Rochdi Sara and El Ouesdadi Nadia

13: Smart Campus Ibn Tofail Approaches and Implementation Ahmed Srhir and Tomader Mazri

117: Boosting Students Motivation through Gamified Hybrid Learning Environments: Bleurabbit Case Study Mohammed Berehil

122: A Sentiment Analysis based Approach to Fight MOOCs' Drop Out Soukaina Sraidi, El Miloud Smaili, Salma Azzouzi and Charaf My El Hassan

83: Study of the use of gamification elements in e-learning applications Ezzoubair Zecri, Mohammed Ouzzif and Ismail El Haddioui

90: Formulating Quizzes Questions Using Artificial Intelligent Techniques Abdelali El Gourari, Mustapha Raoufi and Mohammed Skouri

127: The personalization of learners courses in e-learning Dhaiouir Ilham, Ezziyyani Mostafa and Khaldi Mohamed

NISS 2021 Virtual Conference

SESSION-11 Session 11 : Cloud & Distributed Systems 1; Chair: Prof. Aouatif SAAD April 02; 09h30-11h00am

meet.google.com/xcz-ggwt-otc 160 : Data processing on distributed systems Storage challenges Mohamed EDDOUJAJI , Hassan SAMADI and Mohammed BOUHORMA

100: A cloud computing based intelligent traffic control system for vehicular networks Nihal Gaouar and Mohamed Lehsaini

88: Distributed Architecture for Interoperable Signaling Interlocking Ikram Abourahim, Mohsine Eleuldj and Mustapha Amghar

163: State of the art for the integration of Business Intelligence into Cloud Computing Hind Elghalbzouri and Jaber El Bouhdidi

145: Survey on improving the performance of MapReduce in Hadoop: Nour-Eddine Bakni and Ismail Assayad

136: Survey and new taxonomy of proofs of retrievability on the cloud storage Abdel Ali Harchaoui, Ali Younes, Abdelaaziz El Hibaoui and Ahmed Bendahmane

NISS 2021 Virtual Conference

SESSION-12

Session 12 : Security 3; Chair: Prof. Mohamed BEN AHMED

April 02; 09h30-11h00am

meet.google.com/ksa-kntf-wgz

14: H-RCBAC: Hadoop Access Control Based on Roles and Content Sarah Nait Bahloul, Karim Bessaoud and Meriem Abid

32 : Towards a safe pedestrian walkability: A real-time reactive microservice oriented ecosystem Ghyzlane Cherradi, Azedine Boulmakoul, Lamia Karim and Mandar Meriem

47: Image-based malware classification using Multi-Layer Perceptron Ikram Ben Abdel Ouahab, Lotfi Elaachak and Mohammed Bouhorma

156: Using Transfer Learning For Malware Classificaton Prima Bouchaib and Bouhorma Mohammed

94: Comparative study of Keccak and Blake2 Hash functions Hind El Makhtoum and Youssef Bentaleb

56: A literature survey on anti-phishing in websites Rania Zaimi, Mohamed Hafidi and Lamia Mahnane

97: A survey on e-voting based on blockchain Fatih Rabia, Arezki Sara and Taoufiq Gadi

46: A Review of Intrusion Detection Systems: Datasets and machine learning methods Aouatif Arqane, Hicham Boukhriss, Omar Boutkhoum and Abdelmajid El Moutaouakkil

NISS 2021 Virtual Conference

SESSION-13

Session 13 : COVID-19 2; Chair: Prof.

April 02; 02h00-03h30pm

mmeet.google.com/wmr-yquh-auc

24: IoT and AI based intelligent system to fight against COVID-19 Asmae Bouchareb, Abdelhak Boulaalam and Insaf Bellamine

34 : Security and privacy protection in remote monitoring system for Covid-19 patients Mounira Sassi and Mohamed Abid

93: A comprehensive survey of smart city technologies for monitoring and control-ling the epidemic spread of COVID-19 Siham Aouad, Abderrahim Maizate, Abdelouahed Zakari and Sabri Yassine

139: Assessing the impact of COVID-19 on Parkinson's disease patients from social networks: Hanane Grissette and El Habib Nfaoui

110: Proposal for a platform for the continuity of distance learning in African schools and universities at the end of the politico-military crisis in the face of covid-19: case of the Central African Republic Ghislain Mervyl Saint-Juste Kossingou, Bessan Degboe, Nadege Gladys Ndassimba and Samuel Ouya

103: Forecasting COVID-19 cases in Morocco: A Deep Learning Approach Mustapha Hankar, Marouane Birjali and Abderrahim Beni-Hssane

NISS 2021 Virtual Conference

SESSION-14

Session 14 : Devices and Signal 1; Chair: Prof. ELGOURI Rachid

April 02; 02h00-03h30pm

meet.google.com/rea-fiax-doy

29: Channel Estimation in Massive MIMO Systems for Spatially Correlated Channels with Pilot Contamination Jamal Amadid, Mohamed Boulouird and Abdelhamid Riadi

150: INSOMNIA EEG Signal Preprocessing Using ICA Algorithms Djerassembe Laouhingamaye Frédéric, Awatif Rouijel and Hassan Elghazi

63 : A New 2x2MIMO Trapezoidal Shaped Antenna with High Gain and Wide Bandwidth for 37-40GHz Millimeter Wave Applications Asma Khabba, Sanaa Errahili, Saida Ibnyaich and Abdelouhab Zeroual

102: On Channel Estimation of UpLink TDD Massive MIMO Systems through different Pilot Structures Jamal Amadid, Mohamed Boulouird and Abdelhamid Riadi

139: Assessing the impact of COVID-19 on Parkinson's disease patients from social networks: Hanane Grissette and El Habib Nfaoui

70: Frequency Reconfigurable Antenna Design for RFID Tag: A Study Assiya Amri and Tomader Mazri

NISS 2021 Virtual Conference

SESSION-15

Session 15 : Soft Engineering & NLP ; Chair: Prof. Yassin EL YOUSSFI

April 02; 02h00-03h30pm

meet.google.com/jbm-qkhm-kcg

89: PBMN TO UML class diagram using QVT Med Achraf Habri, Redouane Esbai and Yasser Lamlili

98 : The proposition of Process flow model for Scrum and eXtreme Programming Soukaina Merzouk, Abdessamad Cherkaoui, Abdelaziz Marzak, Nawal Sael and Fatima-Zahra Guerss

203 : A holistic nonlinear framework for implementing a national eHealth vision: Based on the Moroccan experience Houda Fakhkhari, Bouchaib Bounabat, Zineb Gaizi, Soumaya Fatemi, Maria Bennani, Rachid Bekkali

135 : Evaluation of Similarity Measures in Semantic Web Service Discovery Mourad Fariss, El Allali Naoufal, Hakima Asaidi and Mohamed Bellouki

17: Sign language recognition with Quaternion moment Invariants : A comparative study Ilham Elouariachi, Rachid Benouini, Khalid Zenkouar, Arsalane Zarghili and Hakim El Fadili

31 : A review of the NL to SQL Frameworks Karam Ahkouk, Mustapha Machkour, Khadija Majhadi and Rachid Mama

44 : Evaluating the impact of oversampling on Arabic L1 and L2 readability prediction performances Naoual Nassiri, Abdelhak Lakhouaja and Violetta Cavalli-Sforza

NISS 2021 Virtual Conference

SESSION-16

Session 16 : Mobility and Localization ; Chair: Prof. Nabil BENAYA

April 02; 02h00-03h30pm

meet.google.com/xah-quwc-wom

132 : Location Finder Mobile Application using Android and Google SpreadSheets Adeosun Nehemiah Olufemi and Melike Sah

8: Simulation Daily Mobility in Rabat region Khalid Qbouche and Khadija Rhoulami

45 : Virtual spider for real time finding Things Close to pedestrians Souhail Elkaissi and Azedine Boulmakoul

104 : The evolution of the traffic congestion prediction and AI application Badr-Eddine Soussi Niaimi, Mohamed Bouhorma and Hassan Zili

NISS 2021 Virtual Conference

SESSION-17

Session 17 : Multi-criteria decision-making & Optimization Chair: Prof. Rachid BANNARI

April 02; 03h45-05h15pm

meet.google.com/xsd-ekwo-fdu

28: Optimization of a multi-criteria cognitive radio user through autonomous learning Naouel Seghiri, Mohammed Zakarya Baba-Ahmed, Badr Benmammar and Nadhir Houari

59 : Optimal User Association using BWM Tool Layla Aziz, Samira Achki and Hanane Aznaoui

81 : An enhanced Social-Spider Colony Optimization for global optimization Farouq Zitouni, Saad Harous and Ramdane Maamri

108 : SeqVectorizer: Sequence Representation in Vector Space Md. Kowsher, Avishek Das and Md. Murad Hossain Sarker

92 : An agent organizational method for modeling the complexity of the design process Abla Chaouni Benabdellah, Asmaa Benghabrit , Imane Bouhaddou and Kamar Zekhnini

NISS 2021 Virtual Conference

SESSION-18

Session 18 : Cloud & Distributed Systems 2 Chair: Prof. BOUDHIR Anouar Abdelhakim

April 02; 03h45-05h15pm

meet.google.com/fih-xagt-bqs

100: A cloud computing based intelligent traffic control system for vehicular networks Nihal Gaouar and Mohamed Lehsaini

11: A study of task scheduling algorithms in cloud computing Zakaria Benlalia, Abouelmehdi Karim, Abderrahim Beni Hssane and Abdellah Ezzati

30: Real-Time Distributed Pipeline Architecture for Pedestrians' trajectories Kaoutar Bella and Azedine Boulmakoul

164 : On the Performance of Deep Learning in the Full Edge and the Full Cloud Architectures Tajeddine Benbarrad, Marouane Salhaoui and Mounir Arioua

51 : A comparative analysis of SOAP and REST Web service composition based on performance in local and remote Cloud environments Yapo Jesus Ekie, Bassirou Gueye and Ibrahima Niang

NISS 2021 Virtual Conference

SESSION-19

Session 19 : IoT2 Chair: Prof. EL RHARASS Abdessamad

April 02; 03h45-05h15pm

meet.google.com/thx-rrvr-urf

149: Preserving Privacy in a Smart Healthcare System Based on IoT Rabie Barhoun and Maryam Ed-Daibouni

65: Contribution of the Internet of Things to agricultural education and breeding in rural areas of African countries in conflict: case of the Central African Republic Ghislain Mervyl Saint-Juste Kossingou, Nadege Gladys Ndassimba, Edgard Ndassimba and Samuel Ouya

173 : New architecture for Energy distribution optimization using Iot: an application to Smart Grid Ossama Laazani, Boudhir Anouar Abdelhakim and Mohamed Ben Ahmed

80 : Comparative Study Between Smart Aquaponics Systems Khaoula Taji, Rachida Ait Abdelouahid, Ibtissame Ezzahoui and Abdelaziz Marzak

39 : Review on Embedded Systems and the Internet of Things: Comparative Study Abdessamad Cherkaoui, Soukaina Merzouk, Abdelaziz Marzak and Mostapha Hain

NISS 2021 Virtual Conference

SESSION-20

Session 20 : Devices and Signal 2; Chair: Prof. ISMAIL LAGRAT

April 02; 03h45-05h15pm

meet.google.com/gmx-rvkd-usr

75: Reconfiguration of the radial distribution for multiple DGs by using an improved PSO Meriem M'Dioud, Rachid Bannari and Ismail Elkafazi

96: DNN2FPGA: Generic Design Flow to Implement DNNs on FPGAs El Hadrami Cheikh Tourad and Mohsine Eleuldj

107: ECG signal diagnosis using Discrete Wavelet Transform and K-Nearest Neighbor classifier Youssef Toulni, Taoufiq Belhoussine Drissi and Benayad Nsiri

69: Direct modeling method of acoustic streaming using lat-tice Boltzmann approach Jaouad Benhamou, Mohammed Jami and Ahmed Mezrhab

20: Comparison of the mechanical Behaviour of thermo-plastic polymers: High-density polyethylene and high-impact polystyrene Rabiaa Elkori, Meryem Baha, Abdelilah Hachim, Khalid Elhad and Amal Lamarti