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4th NISS 2021: Kenitra, Morocco
- Mohamed Ben Ahmed, Horia-Nicolai L. Teodorescu, Tomader Mazri, Parthasarathy Subashini, Anouar Abdelhakim Boudhir:
Networking, Intelligent Systems and Security - Proceedings of NISS 2021, Kenitra, Morocco, April 1-2, 2021. Smart Innovation, Systems and Technologies 237, Springer 2022, ISBN 978-981-16-3636-3
Artificial Intelligence for Sustainability
- Ayoub Jadouli, Chaker El Amrani:
Detection of Human Activities in Wildlands to Prevent the Occurrence of Wildfires Using Deep Learning and Remote Sensing. 3-17 - Badr-Eddine Soussi Niaimi, Mohammed Bouhorma
, Hassan Zili
:
The Evolution of the Traffic Congestion Prediction and AI Application. 19-31 - Hammou Djalal Rafik
, Mechab Boubaker:
Tomato Plant Disease Detection and Classification Using Convolutional Neural Network Architectures Technologies. 33-44 - Nabila Ounasser
, Maryem Rhanoui
, Mounia Mikram
, Bouchra El Asri
:
Generative and Autoencoder Models for Large-Scale Mutivariate Unsupervised Anomaly Detection. 45-58 - Abderazzak Ammar
, Omar Bouattane
, Mohamed Youssfi
:
Automatic Spatio-Temporal Deep Learning-Based Approach for Cardiac Cine MRI Segmentation. 59-73 - Yamina Bordjiba
, Chemesse Ennehar Bencheriet, Zahia Mabrek:
Skin Detection Based on Convolutional Neural Network. 75-85 - Nouhaila Bensalah
, Habib Ayad, Abdellah Adib
, Abdelhamid Ibn El Farouk
:
CRAN: An Hybrid CNN-RNN Attention-Based Model for Arabic Machine Translation. 87-102 - Abdelillah Semma, Yaâcoub Hannad, Mohamed El Youssfi El Kettani:
Impact of the CNN Patch Size in the Writer Identification. 103-114
Network and Cloud Technologies
- Naouel Seghiri
, Mohammed Zakarya Baba-Ahmed
, Badr Benmammar
, Nadhir Houari:
Optimization of a Multi-criteria Cognitive Radio User Through Autonomous Learning. 117-132 - Hadjer Bouzebiba
, Oussama Hadj Abdelkader
:
MmRPL: QoS Aware Routing for Internet of Multimedia Things. 133-145 - Mohamed Boulouird
, Jamal Amadid
, Abdelhamid Riadi
, Moha M'Rabet Hassani:
Channel Estimation in Massive MIMO Systems for Spatially Correlated Channels with Pilot Contamination. 147-160 - Jamal Amadid
, Mohamed Boulouird
, Abdelhamid Riadi
, Moha M'Rabet Hassani:
On Channel Estimation of Uplink TDD Massive MIMO Systems Through Different Pilot Structures. 161-176 - Adil Abou El Hassan
, Abdelmalek El Mehdi
, Mohammed Saber
:
NarrowBand-IoT and eMTC Towards Massive MTC: Performance Evaluation and Comparison for 5G mMTC. 177-195 - Hind El Ghalbzouri, Jaber El Bouhdidi:
Integrating Business Intelligence with Cloud Computing: State of the Art and Fundamental Concepts. 197-213 - Ikram Abourahim
, Mustapha Amghar, Mohsine Eleuldj:
Distributed Architecture for Interoperable Signaling Interlocking. 215-230 - Hala Khankhour, Otman Abdoun
, Jaafar Abouchabaka
:
A New Design of an Ant Colony Optimization (ACO) Algorithm for Optimization of Ad Hoc Network. 231-241 - Kaoutar Bella, Azedine Boulmakoul:
Real-Time Distributed Pipeline Architecture for Pedestrians' Trajectories. 243-255 - Meriem M'dioud
, Rachid Bannari
, Ismail Elkafazi:
Reconfiguration of the Radial Distribution for Multiple DGs by Using an Improved PSO. 257-273 - Abdellah Chehri, Hasna Chaibi, Rachid Saadane, El Mehdi Ouafiq
, Ahmed Slalmi:
On the Performance of 5G Narrow-Band Internet of Things for Industrial Applications. 275-286 - Sanaa Errahili, Asma Khabba, Saida Ibnyaich, Abdelouhab Zeroual:
A Novel Design of Frequency Reconfigurable Antenna for 5G Mobile Phones. 287-298
Smart Security
- Nadiya El Kamel
, Mohamed Eddabbah, Youssef Lmoumen, Raja Touahni:
A Real-Time Smart Agent for Network Traffic Profiling and Intrusion Detection Based on Combined Machine Learning Algorithms. 301-309 - Anas El-Ansari
, Marouane Birjali, Mustapha Hankar, Abderrahim Beni Hssane:
Privacy Threat Modeling in Personalized Search Systems. 311-325 - Sihem Dadi, Mohamed Abid:
Enhanced Intrusion Detection System Based on AutoEncoder Network and Support Vector Machine. 327-341 - Hind El Makhtoum, Youssef Bentaleb:
Comparative Study of Keccak and Blake2 Hash Functions. 343-350 - Abdelâli Grini, Abdelhakim Chillali
, Hakima Mouanis:
Cryptography Over the Twisted Hessian Curve H3a, d. 351-363 - Hector Torres-Calderon
, Marco Velasquez
, David Mauricio
:
Method for Designing Countermeasures for Crypto-Ransomware Based on the NIST CSF. 365-380 - Oussama Sbai
, Mohamed Elboukhari:
Comparative Study Between Network Layer Attacks in Mobile Ad Hoc Networks. 381-392 - Asmaa Ftaimi, Tomader Mazri:
Security of Deep Learning Models in 5G Networks: Proposition of Security Assessment Process. 393-407 - Imane Kerrakchou
, Sara Chadli
, Mohammed Saber
, Mohammed Ghaouth Belkasmi
:
Effects of Jamming Attack on the Internet of Things. 409-422 - Sarah Nait Bahloul, Karim Bessaoud, Meriem Abid:
H-RCBAC: Hadoop Access Control Based on Roles and Content. 423-437 - Ghyzlane Cherradi, Azedine Boulmakoul, Lamia Karim, Meriem Mandar:
Toward a Safe Pedestrian Walkability: A Real-Time Reactive Microservice Oriented Ecosystem. 439-451 - Ikram Ben Abdel Ouahab, Lotfi Elaachak, Mohammed Bouhorma
:
Image-Based Malware Classification Using Multi-layer Perceptron. 453-464 - Rabie Barhoun, Maryam Ed-Daibouni:
Preserving Privacy in a Smart Healthcare System Based on IoT. 465-476
Smart Digital Learning
- Noureddine Gouasmi, Mahnane Lamia, Yassine Lafifi:
Extracting Learner's Model Variables for Dynamic Grouping System. 479-493 - Nadia El Ouesdadi, Sara Rochdi
:
E-learning and the New Pedagogical Practices of Moroccan Teachers. 495-508 - Sraidi Soukaina
, Smaili El Miloud
, Salma Azzouzi
, My El Hassan Charaf
:
A Sentiment Analysis Based Approach to Fight MOOCs' Drop Out. 509-520 - Ilham Dhaiouir, Mostafa Ezziyyani
, Mohamed Khaldi
:
The Personalization of Learners' Educational Paths E-learning. 521-534 - Abdelali El Gourari
, Mustapha Raoufi, Mohammed Skouri:
Formulating Quizzes Questions Using Artificial Intelligent Techniques. 535-547 - Srhir Ahmed
, Tomader Mazri:
Smart Campus Ibn Tofail Approaches and Implementation. 549-560 - Mohammed Berehil:
Boosting Students Motivation Through Gamified Hybrid Learning Environments Bleurabbit Case Study. 561-576 - Youness Saadna
, Anouar Abdelhakim Boudhir, Mohamed Ben Ahmed:
An Analysis of ResNet50 Model and RMSprop Optimizer for Education Platform Using an Intelligent Chatbot System. 577-590
Smart Information Systems
- Mohamed Achraf Habri, Redouane Esbai
, Yasser Lamlili El Mazoui Nadori
:
BPMN to UML Class Diagram Using QVT. 593-602 - Aya Sayed
, Abdullah Alsalemi
, Yassine Himeur
, Faycal Bensaali
, Abbes Amira
:
Endorsing Energy Efficiency Through Accurate Appliance-Level Power Monitoring, Automation and Data Visualization. 603-617 - Zineb Korachi, Bouchaib Bounabat:
Towards a Smart City Approach: A Comparative Study. 619-633 - Zoulikha Mehalli, Ehlem Zigh, Abdelhamid Loukil, Adda Ali-Pacha:
Hyperspectral Data Preprocessing of the Northwestern Algeria Region. 635-652 - Edgard Ndassimba
, Nadege Gladys Ndassimba, Ghislain Mervyl S. J. Kossingou, Samuel Ouya:
Smart Agriculture Solution Based on IoT and TVWS for Arid Regions of the Central African Republic. 653-666 - Fatima Zahra Belkadi, Redouane Esbai
:
Model-Driven Engineering: From SQL Relational Database to Column - Oriented Database in Big Data Context. 667-678 - Mohamed Cherradi, Anass El Haddadi, Hayat Routaib:
Data Lake Management Based on DLDS Approach. 679-690 - Mourad Fariss
, Naoufal El Allali
, Hakima Asaidi, Mohamed Bellouki:
Evaluation of Similarity Measures in Semantic Web Service Discovery. 691-704 - Abla Chaouni Benabdellah
, Asmaa Benghabrit
, Imane Bouhaddou, Kamar Zekhnini:
Knowledge Discovery for Sustainability Enhancement Through Design for Relevance. 705-722 - Adeosun Nehemiah Olufemi
, Melike Sah
:
Location Finder Mobile Application Using Android and Google SpreadSheets. 723-736 - Ilham Elouariachi
, Rachid Benouini, Khalid Zenkouar, Arsalane Zarghili, Hakim el Fadili:
Sign Language Recognition with Quaternion Moment Invariants: A Comparative Study. 737-748 - Souhail Elkaissi, Azedine Boulmakoul
:
Virtual Spider for Real-Time Finding Things Close to Pedestrians. 749-761 - Naoual Nassiri, Abdelhak Lakhouaja, Violetta Cavalli-Sforza:
Evaluating the Impact of Oversampling on Arabic L1 and L2 Readability Prediction Performances. 763-774 - Farouq Zitouni
, Saad Harous
, Ramdane Maamri:
An Enhanced Social Spider Colony Optimization for Global Optimization. 775-793 - Mohamed Eddoujaji, Hassan Samadi, Mohamed Bohorma:
Data Processing on Distributed Systems Storage Challenges. 795-811
COVID-19 Pandemic
- Bolaji Bamiro, Ismail Assayad:
Data-Based Automatic Covid-19 Rumors Detection in Social Networks. 815-827 - Mounira Sassi, Mohamed Abid:
Security and Privacy Protection in the e-Health System: Remote Monitoring of COVID-19 Patients as a Use Case. 829-843 - Mustapha Hankar, Marouane Birjali, Abderrahim Beni Hssane:
Forecasting COVID-19 Cases in Morocco: A Deep Learning Approach. 845-857 - Hanane Grissette
, El Habib Nfaoui
:
The Impact of COVID-19 on Parkinson's Disease Patients from Social Networks. 859-871 - Hayat Bihri
, Sara Hsaini
, Rachid Nejjari
, Salma Azzouzi
, My El Hassan Charaf
:
Missing Data Analysis in the Healthcare Field: COVID-19 Case Study. 873-884 - Mironela Pirnau:
An Analysis of the Content in Social Networks During COVID-19 Pandemic. 885-897
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