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Artificial Intelligence, Data Science and Applications

ICAISE’2023, Volume 2

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Yousef Farhaoui

    1. Department of Computer Science, Moulay Ismail University, Errachidia, Morocco

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  2. Amir Hussain

    1. Centre of AI and Robotics, Napier University, Edinburgh, UK

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  3. Tanzila Saba

    1. Prince Sultan University, Riyadh, Saudi Arabia

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  4. Hamed Taherdoost

    1. University Canada West, Vancouver, Canada

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  5. Anshul Verma

    1. Institute of Science, Banaras Hindu University, Varanasi, India

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  • Is deemed appropriate for persons who have attained a degree of study beyond the undergraduate level
  • Examines large-scale data, the Internet of things (IoT), blockchain technology, and artificial intelligence (AI)
  • Begins by laying a solid foundation, introducing each technology's fundamental concepts and principles

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 838)

Included in the following conference series:

Conference proceedings info: ICAISE 2023.

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About this book

This book is to provide a comprehensive reference for professionals in the field of data science and applications: artificial intelligence, big data, IoT, and blockchain. In summary, this book is expected to function as a helpful resource and manual, enabling readers to navigate the intricate domain of artificial intelligence, the Internet of things (IoT), and blockchain in smart environments. This book covers many topics related to integrating AI, IoT, blockchain, and smart environments. It begins by laying a solid foundation, introducing each technology's fundamental concepts and principles. Subsequent chapters explore applications and real-world use cases, demonstrating how AI, IoT, and blockchain can effectively address critical challenges within data science and applications.

Keywords

Table of contents (86 papers)

  1. Front Matter

    Pages i-xxi
    Download chapter PDF

  2. Exploring the Impact of Deep Learning Techniques on Evaluating Arabic L1 Readability

    • Safae Berrichi, Naoual Nassiri, Azzeddine Mazroui, Abdelhak Lakhouaja
    Pages 1-7

  3. Performance Analysis of Two Serial Concatenations of Decoders Over a Rayleigh Channel

    • S. El Kasmi Alaoui, H. Faham, T. Chanyour, M. El Assad, Z. Chiba, S. Nouh
    Pages 8-14

  4. Blockchain and Reputation Based Secure Service Provision in Edge-Cloud Environments

    • Tarik Chanyour, Seddiq El Kasmi Alaoui, Abdelhak Kaddari, Youssef Hmimz, Zouhair Chiba
    Pages 15-20

  5. Exploring the Impact of Convolutions on LSTM Networks for Video Classification

    • Manal Benzyane, Mourade Azrour, Imad Zeroual, Said Agoujil
    Pages 21-26

  6. Classification Algorithms Implementation for Fire Prevention Data on Multiple Wireless Node Sensors

    • Oumayma El Gatte, Ahmed El Abbassi, Omar Mouhib, Dahbi Aziz
    Pages 27-34

  7. Implementation of an Intelligent Monitoring System Based on Quality 4.0 of the Induction Hardening Process

    • Imane Moufid, Adil Nabih, Ismail Lagrat, Oussama Bouazaoui
    Pages 35-41

  8. Lithium-Ion Battery State of Charge Estimation Using Least Squares Support Vector Machine

    • Elmehdi Nasri, Tarik Jarou, Abderrahmane Elkachani, Salma Benchikh
    Pages 42-48

  9. Intrusion Detection in Software-Defined Networking Using Machine Learning Models

    • Lamiae Boukraa, Siham Essahraui, Khalid El Makkaoui, Ibrahim Ouahbi, Redouane Esbai
    Pages 49-57

  10. Neural Network for Link Prediction in Social Network

    • Mohamed Badiy, Fatima Amounas, Ahmad El Allaoui, Younes Bayane
    Pages 58-63

  11. Design and Optimization of a Compact Microstrip Bandpass Filter Using on Open Loop Rectangular Resonators for Wireless Communication Systems

    • Youssef Khardioui, Kaoutar Elbakkar, Ali El Alami, Mohammed El Ghzaoui
    Pages 64-70

  12. YOLO-Based Approach for Intelligent Apple Crop Health Assessment

    • Imane Lasri, Sidi Mohamed Douiri, Naoufal El-Marzouki, Anouar Riadsolh, Mourad Elbelkacemi
    Pages 71-77

  13. A Comprehensive Review on the Integration of Blockchain Technology with IPFS in IoT Ecosystem

    • Soufian El Airaj, Fatima Amounas, Mourade Azrour, Mohamed Badiy
    Pages 78-83

  14. An Integrated Approach for Artifact Elimination in EEG Signals: Combining Variational Mode Decomposition with Blind Source Separation (VMD-BSS)

    • H. Massar, M. Miyara, T. Belhoussine Drissi, B. Nsiri
    Pages 84-90

  15. E-Health Blockchain: Conception of a New Smart Healthcare Architecture Based on Deep Reinforcement Learning

    • Soumia Benkou, Ahmed Asimi, Lahdoud Mbarek
    Pages 91-99

  16. Dynamic Multi-compartment Vehicle Routing Problem: Formulation and Algorithm

    • Chaymaa Beneich, Sidi Mohamed Douiri
    Pages 100-105

  17. Anime Link Prediction Using Improved Graph Convolutional Networks

    • Safae Hmaidi, Yassine Afoudi, Mohamed Lazaar, El Madani El Alami Yasser
    Pages 106-116

  18. Assessing the Evolution of Meteorological Seasons and Climate Changes Using Hierarchical Clustering

    • Mohamed Lazaar, Hamza Ba-Mohammed, Hicham Filali, Yasser El Madani El Alami
    Pages 117-123

  19. Significance and Impact of AI on Pedagogical Learning: A Case Study of Moroccan Students at the Faculty of Legal and Economics

    • Khoual Mohamed, Zineb Elkaimbillah, Bouchra El Asri
    Pages 124-129

  20. Securing Big Data: Current Challenges and Emerging Security Techniques

    • Ikram Hamdaoui, Khalid El Makkaoui, Zakaria El Allali
    Pages 130-137
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Other volumes

  1. Artificial Intelligence, Data Science and Applications

  2. Artificial Intelligence, Data Science and Applications

Editors and Affiliations

  • Department of Computer Science, Moulay Ismail University, Errachidia, Morocco

    Yousef Farhaoui

  • Centre of AI and Robotics, Napier University, Edinburgh, UK

    Amir Hussain

  • Prince Sultan University, Riyadh, Saudi Arabia

    Tanzila Saba

  • University Canada West, Vancouver, Canada

    Hamed Taherdoost

  • Institute of Science, Banaras Hindu University, Varanasi, India

    Anshul Verma

Bibliographic Information

  • Book Title: Artificial Intelligence, Data Science and Applications

  • Book Subtitle: ICAISE’2023, Volume 2

  • Editors: Yousef Farhaoui, Amir Hussain, Tanzila Saba, Hamed Taherdoost, Anshul Verma

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-48573-2

  • 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 2024

  • Softcover ISBN: 978-3-031-48572-5Published: 30 January 2024

  • eBook ISBN: 978-3-031-48573-2Published: 29 January 2024

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XXI, 616

  • Number of Illustrations: 42 b/w illustrations, 219 illustrations in colour

  • Topics: Computational Intelligence, Data Engineering, Artificial Intelligence

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