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  • Conference proceedings
  • © 2022

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

  • 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)

Conference series link(s): BDIoT: International Conference On Big Data and Internet of Things

  • 5197 Accesses

Conference proceedings info: BDIoT 2021.

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eBook USD 219.00
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  • ISBN: 978-3-031-07969-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 279.99
Price excludes VAT (USA)

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Table of contents (44 papers)

  1. Front Matter

    Pages i-ix
  2. Big Data and Cloud Computing

    1. Front Matter

      Pages 1-1
    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. 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
    4. A Fuzzy Meta Model for Adjusting Ant Colony System Parameters

      • Safae Bouzbita, Abdellatif El Afia
      Pages 48-58
    5. Ontology Engineering Methodologies: State of the Art

      • Jalil ElHassouni, Abderrahim El Qadi
      Pages 59-72
  3. Cyber Security

    1. Front Matter

      Pages 83-83
    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
  4. Deep Learning

    1. Front Matter

      Pages 165-165
    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

Other Volumes

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

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.


Keywords

  • Internet of Things
  • Ad hoc Networks
  • Big Data
  • Artificial Intelligence
  • Machine Learning
  • Cybersecurity
  • Natural Language Processing
  • Recommender Systems
  • Sentiment Analysis
  • Smart Home
  • BDIoT´21

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: 978-3-031-07968-9

  • eBook ISBN: 978-3-031-07969-6

  • 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

Buying options

eBook USD 219.00
Price excludes VAT (USA)
  • ISBN: 978-3-031-07969-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 279.99
Price excludes VAT (USA)