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Proceedings of the 5th International Conference on Big Data and Internet of Things

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Mohamed Lazaar

    1. ENSIAS, Mohammed V University, Rabat, Morocco

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  2. Claude Duvallet

    1. UNILEHAVRE, UNIROUEN, Normandie Université, Le Havre, France

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  3. Abdellah Touhafi

    1. Vrije Universiteit Brussel, Brussels, Belgium

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  4. Mohammed Al Achhab

    1. ENSA, Abdelmalek Essaâdi University, Tetuan, Morocco

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  • Presents new research and applications in big data and IoT
  • Includes papers presented at the 5th International Conference on Big Data Cloud and Internet of Things
  • Written by experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 489)

Included in the following conference series:

Conference proceedings info: BDIoT 2021.

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About this book

This book is a collection of papers in the research area of big data, cloud computing, cybersecurity, machine learning, deep learning, e-learning, Internet of Things, reinforcement learning, information system, social media and natural language processing. This book includes papers presented at the 5th International Conference on Big Data Cloud and Internet of Things, BDIoT 2021 during March 17–18, 2021, at ENSIAS, Mohammed V University in Rabat, Morocco.


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Table of contents (44 papers)

  1. Front Matter

    Pages i-ix
    Download chapter PDF

  2. Big Data and Cloud Computing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Toward an Automatic Assistance Framework for the Selection and Configuration of Machine Learning Based Data Analytics Solutions in Industry 4.0

      • Moncef Garouani, Mohamed Hamlich, Adeel Ahmad, Mourad Bouneffa, Gregory Bourguin, Arnaud Lewandowski
      Pages 3-15

    3. New Deep Learning Architecture for Improving the Accuracy and the Inference Time of Traffic Signs Classification in Intelligent Vehicles

      • Btissam Bousarhane, Driss Bouzidi
      Pages 16-31

    4. Implicit JSON Schema Versioning Triggered by Temporal Updates to JSON-Based Big Data in the τJSchema Framework

      • Zouhaier Brahmia, Safa Brahmia, Fabio Grandi, Rafik Bouaziz
      Pages 32-47

    5. A Fuzzy Meta Model for Adjusting Ant Colony System Parameters

      • Safae Bouzbita, Abdellatif El Afia
      Pages 48-58

    6. Ontology Engineering Methodologies: State of the Art

      • Jalil ElHassouni, Abderrahim El Qadi
      Pages 59-72

    7. Conception of an Automatic Decision Support Platform Based on Cross-Sorting Methods and the Fuzzy Logic for General Use

      • Manal Tamir, Raddouane Chiheb, Fatima Ouzayd, Kawtar Retmi
      Pages 73-81

  3. Cyber Security

    1. Front Matter

      Pages 83-83
      Download chapter PDF

    2. Classification of URLs Using N-gram Machine Learning Approach

      • Abdelali Elkouay, Najem Moussa, Abdellah Madani
      Pages 85-99

    3. Denial of Service Attack Detection in Wireless Sensor Networks and Software Defined Wireless Sensor Networks: A Brief Review

      • Hamza Belkhiri, Abderraouf Messai, André-Luc Beylot, Farhi Haider
      Pages 100-115

    4. An RGB Image Encryption Algorithm Based on Clifford Attractors with a Bilinear Transformation

      • Fouzia El Azzaby, Nabil El Akkad, Khalid Sabour, Samir Kabbaj
      Pages 116-127

    5. An Overview of Security in Vehicular Ad Hoc Networks

      • Nada Mouchfiq, Ahmed Habbani, Chaimae Benjbara, Halim Berradi
      Pages 128-140

    6. Adaptive Approach of Credit Card Fraud Detection Using Machine Learning Algorithms

      • EL Khyati Bouchra, Abdellatif Ezzouhairi, Haddouch Khalid
      Pages 141-152

    7. Homomorphic Method Additive Using Pailler and Multiplicative Based on RSA in Integers Numbers

      • Hamza Touil, Nabil El Akkad, Khalid Satori
      Pages 153-164

  4. Deep Learning

    1. Front Matter

      Pages 165-165
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    2. Hybrid Deep Learning Models for Diabetic Retinopathy Classification

      • Mounia Mikram, Chouaib Moujahdi, Maryem Rhanoui, Majdouline Meddad, Asmaa Khallout
      Pages 167-178

    3. Detection of Appliance-Level Abnormal Energy Consumption in Buildings Using Autoencoders and Micro-moments

      • Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira
      Pages 179-193

    4. Predicting the Mode of Transport from GPS Trajectories

      • Hichame Kabiri, Youssef Ghanou
      Pages 194-207

    5. Application of Artificial Intelligence to X-ray Image-Based Coronavirus Diseases (COVID-19) for Automatic Detection

      • El Idrissi El-Bouzaidi Youssra, Abdoun Otman
      Pages 208-220
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Other volumes

  1. Proceedings of the 5th International Conference on Big Data and Internet of Things

Editors and Affiliations

  • ENSIAS, Mohammed V University, Rabat, Morocco

    Mohamed Lazaar

  • UNILEHAVRE, UNIROUEN, Normandie Université, Le Havre, France

    Claude Duvallet

  • Vrije Universiteit Brussel, Brussels, Belgium

    Abdellah Touhafi

  • ENSA, Abdelmalek Essaâdi University, Tetuan, Morocco

    Mohammed Al Achhab

Bibliographic Information

  • Book Title: Proceedings of the 5th International Conference on Big Data and Internet of Things

  • Editors: Mohamed Lazaar, Claude Duvallet, Abdellah Touhafi, Mohammed Al Achhab

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-07969-6

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-07968-9Published: 03 July 2022

  • eBook ISBN: 978-3-031-07969-6Published: 03 July 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: IX, 602

  • Number of Illustrations: 102 b/w illustrations, 188 illustrations in colour

  • Topics: Data Engineering, Computational Intelligence

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