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AI and IoT for Sustainable Development in Emerging Countries

Challenges and Opportunities

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  • © 2022

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Editors:
  1. Zakaria Boulouard

    1. LIM, Hassan II University, Mohammedia, Morocco

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  2. Mariya Ouaissa

    1. Moulay Ismail University, Meknes, Morocco

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  3. Mariyam Ouaissa

    1. Moulay Ismail University, Meknes, Morocco

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  4. Sarah El Himer

    1. Sidi Mohamed Ben Abdellah University, Fes, Morocco

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  • Focuses on solutions based on AI and IoT that can face the challenges of the emerging countries
  • Presents research on different sectors such as agriculture, industry, transportation, and environment
  • Discusses the challenges that emerging countries face in these sectors

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 105)

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About this book

This book comprises a number of state-of-the-art contributions from both scientists and practitioners working in a large pool of fields where AI and IoT can open up new horizons. Artificial intelligence and Internet of Things have introduced themselves today as must-have technologies in almost every sector. Ranging from agriculture to industry and health care, the scope of applications of AI and IoT is as wide as the horizon. Nowadays, these technologies are extensively used in developed countries, but they are still at an early stage in emerging countries.

AI and IoT for Sustainable Development in Emerging Countries—Challenges and Opportunities is an invaluable source to dive into the latest applications of AI and IoT and how they have been used by researchers from emerging countries to solve sustainable development-related issues by taking into consideration the specifities of their countries. This book starts by presenting how AI and IoT can tacklethe challenges of sustainable development in general and then focuses on the following axes:

·       AI and IoT for smart environment and energy

·       Industry 4.0 and intelligent transportation

·       A vision towards an artificial intelligence of medical things

·       AI, social media, and big data analytics.

It aspires to provide a relevant reference for students, researchers, engineers, and professionals working in these particular areas or those interested in gras** its diverse facets and exploring the latest advances on their respective fields and the role of AI and IoT in them.


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Table of contents (32 chapters)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. AIoT and Challenges for Sustainable Development

    1. Front Matter

      Pages 1-1
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    2. Achieving Sustainable Development Goals Through Digital Infrastructure for Intelligent Connectivity

      • T. P. Fowdur, M. Indoonundon, M. A. Hosany, D. Milovanovic, Z. Bojkovic
      Pages 3-26

    3. Implementation of Intelligent IoT

      • Akarsh K. Nair, Chinju John, Jayakrushna Sahoo
      Pages 27-50

    4. Cyber Security Challenges for Smart Cities

      • Arunima Sharma, Ramesh Babu Battula
      Pages 51-84

    5. Efficient Machine Learning Technique for Early Detection of IoT Botnets

      • Selssabil Medghaghet, Somia Sahraoui
      Pages 85-106

    6. AI-Based Smart Robot for Restaurant Serving Applications

      • Muhammad Awais Qasim, Faisal Abrar, Sarosh Ahmad, Muhammad Usman
      Pages 107-123

  3. AI and IoT for Smart Environment and Energy

    1. Front Matter

      Pages 125-125
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    2. A Novel Deep Learning Architecture Based IoT Time-Series for Energy Consumption Forecasting in Smart Households

      • Saloua El Motaki, Badr Hirchoua
      Pages 127-144

    3. Performances of CPV Optics in Morocco

      • Sarah El Himer, Mariya Ouaissa, Mariyam Ouaissa
      Pages 145-164

    4. Artificial Intelligence Based on Particle Swarm Optimization for Optimal Wind Turbine Power Control Using Doubly Fed Induction Generator

      • Elmostafa Chetouani, Youssef Errami, Abdellatif Obbadi, Smail Sahnoun
      Pages 165-188

    5. A Comparative Study Between NARX and LSTM Models in Predicting Ozone Concentrations: Case of Agadir City (Morocco)

      • Anas Adnane, Amine Ajdour, Radouane Leghrib, Jamal Chaoufi, Ahmed Chirmata
      Pages 189-198

    6. Spatiotemporal Prediction of \(PM_{2.5}\) Concentrations Based on IoT Sensors

      • Abdellatif Bekkar, Badr Hssina, Samira Douzi, Khadija Douzi
      Pages 199-215

    7. Comparative Study Between Different Recommendation Systems in Smart Agriculture

      • Mohamed Bouni, Badr Hssina, Khadija Douzi, Samira Douzi
      Pages 217-229

  4. Industry 4.0 and Intelligent Transportation

    1. Front Matter

      Pages 231-231
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    2. Configuration Security for Sustainable Digital Twins of Industrial Automation and Control Systems in Emerging Countries

      • Zhihan Lv, **gyi Wu, Dongliang Chen, Anna Jia Gander
      Pages 233-253

    3. An Empirical Investigation on Lean Method Usage: Issues and Challenges in Afghanistan

      • Salim Ahmadzai, Muhammad Bakhsh
      Pages 255-264

    4. Optimization of the Effects Oscillation Welding: Sinusoidal and Triangular Beam During Laser Beam Welding of 5052-H32 Aluminum Alloy

      • Radouane El Kinani, Herinandrianina Ramiarison, Noureddine Barka, Abderrazak El Ouafi
      Pages 265-289

    5. The Internet of Things Solutions for Transportation

      • Arunima Sharma, Ramesh Babu Battula
      Pages 291-324

    6. A Novel GAN-Based System for Time Series Generation: Application to Autonomous Vehicles Scenarios Generation

      • Samy Kerboua-Benlarbi, Mallek Mziou-Sallami, Abdelkrim Doufene
      Pages 325-352
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Editors and Affiliations

  • LIM, Hassan II University, Mohammedia, Morocco

    Zakaria Boulouard

  • Moulay Ismail University, Meknes, Morocco

    Mariya Ouaissa, Mariyam Ouaissa

  • Sidi Mohamed Ben Abdellah University, Fes, Morocco

    Sarah El Himer

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