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Artificial Intelligence and Industrial Applications

Algorithms, Techniques, and Engineering Applications

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Tawfik Masrour

    1. Department of Mathematics and Computer Science, National Graduate School for Arts and Crafts, Meknes, Morocco

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  2. Hassan Ramchoun

    1. National School of Business and Management - ENCG Meknes, Meknes, Morocco

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  3. Tarik Hajji

    1. Department of Mathematics and Computer Science, National Graduate School for Arts and Crafts, Meknes, Morocco

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  4. Mohamed Hosni

    1. Department of Mathematics and Computer Science, National Graduate School for Arts and Crafts, Meknes, Morocco

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  • Covers recent research on artificial intelligence techniques for cyber-physical and digital twin systems
  • Includes the proceedings of the Artificial Intelligence & Industrial Applications (A2IA2023)
  • Written by experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 772)

Included in the following conference series:

Conference proceedings info: A2IA 2023.

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Table of contents (39 papers)

  1. Front Matter

    Pages i-xxii
    Download chapter PDF

  2. Learning to Irrigate - A Model of the Plant Water Balance

    • Matthias Maszuhn, Frerk Müller-von Aschwege, Susanne Boll-Westermann, Jan Pinski
    Pages 1-11

  3. Free and Unfree Weed Classification in Young Palm Oil Crops Using Artificial Neural Network

    • Sophie Thelma Marcus Jopony, Fadzil Ahmad, Muhammad Khusairi Osman, Mohaiyedin Idris, Saiful Zaimy Yahaya, Kamarulazhar Daud et al.
    Pages 12-20

  4. A Method for Bengali Author Detection Using State of the Arts Supervised Machine Learning Classifiers

    • Md. Abdul Hamid, Nusrat Jahan Marjana, Eteka Sultana Tumpa, Md. Rafidul Hasan Khan, Umme Sanzida Afroz, Md. Sadekur Rahman
    Pages 21-33

  5. Robust State of Charge Estimation and Simulation of Lithium-Ion Batteries Using Deep Neural Network and Optimized Random Forest Regression Algorithm

    • Saad El Fallah, Jaouad Kharbach, Abdellah Rezzouk, Mohammed Ouazzani Jamil
    Pages 34-45

  6. Advancing Lithium-Ion Battery Management with Deep Learning: A Comprehensive Review

    • Hind Elouazzani, Ibtissam Elhassani, Tawfik Masrour
    Pages 46-58

  7. State of Charge Estimation of Lithium-Ion Batteries Using Extended Kalman Filter and Multi-layer Perceptron Neural Network

    • Oumayma Lehmam, Saad El Fallah, Jaouad Kharbach, Abdellah Rezzouk, Mohammed Ouazzani Jamil
    Pages 59-72

  8. Pavement Crack Detection from UAV Images Using YOLOv4

    • Mat Nizam Mahmud, Nur Nadhirah Naqilah Ahmad Sabri, Muhammad Khusairi Osman, Ahmad Puad Ismail, Fadzil Ahmad Mohamad, Mohaiyedin Idris et al.
    Pages 73-85

  9. Genetic Algorithm for CNN Architecture Optimization

    • Khalid Elghazi, Hassan Ramchoun, Tawfik Masrour
    Pages 86-97

  10. Enhancing Comfort and Security: A Chatbot-Based Home Automation System with Integrated Natural Language Processing and IoT Components

    • Tarik Hajji, Abdelkader Fassi Fihri, Ibtissam El Hassani, Salma Kassimi, Chaima El Hajjoubi
    Pages 98-107

  11. The Impact of Systolic Blood Pressure Level and Comparative Study for Predicting Cardiovascular Diseases

    • Kenza Douifir, Naoual Chaouni Benabdellah
    Pages 108-122

  12. Contribution to Solving the Cover Set Scheduling Problem and Maximizing Wireless Sensor Networks Lifetime Using an Adapted Genetic Algorithm

    • Ibtissam Larhlimi, Maryem Lachgar, Hicham Ouchitachen, Anouar Darif, Hicham Mouncif
    Pages 123-133

  13. A Multi-Agent System for the Optimization of Medical Waste Management

    • Ahmed Chtioui, Imane Bouhaddou, Abla Chaouni Benabdella, Asmaa Benghabrit
    Pages 134-149

  14. A Relaxed Variant of Distributed Q-Learning Algorithm for Cooperative Matrix Games

    • Elmehdi Amhraoui, Tawfik Masrour
    Pages 150-160

  15. Remote Sensing Image Super-Resolution Using Deep Convolutional Neural Networks and Autoencoder

    • Safae Belamfedel Alaoui, Hassan Chafik, Abdeslam Ahmadi, Mohamed Berrada
    Pages 161-171

  16. Part of Speech Tagging of Amazigh Language as a Very Low-Resourced Language: Particularities and Challenges

    • Rkia Bani, Samir Amri, Lahbib Zenkouar, Zouhair Guennoun
    Pages 172-182

  17. Learning Sparse Fully Connected Layers in Convolutional Neural Networks

    • Mohamed Quasdane, Hassan Ramchoun, Tawfik Masrour
    Pages 183-200

  18. Using Crank-Nicolson Scheme for Continuous Hopfield Network Equilibrium

    • Safae Rbihou, Nour-Eddine Joudar, Zakariae En-Naimani, Khalid Haddouch
    Pages 201-210

  19. Fire and Smoke Detection Model for Real-Time CCTV Applications

    • Tarik Hajji, Ibtissam El Hassani, Abdelkader Fassi Fihri, Yassine Talhaoui, Chaimae Belmarouf
    Pages 211-220

  20. Vehicle Image Classification Method Using Vision Transformer

    • Youssef Taki, Elmoukhtar Zemmouri
    Pages 221-230
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Other volumes

  1. Artificial Intelligence and Industrial Applications

  2. Artificial Intelligence and Industrial Applications

Keywords

About this book

Amid the dynamic growth of artificial intelligence, this book presents a collection of findings and advancements from the second edition of the A2IA-Artificial Intelligence and Industrial Applications conference. The conference, hosted by ENSAM-Meknès at Moulay Ismail University, Morocco, fosters knowledge exchange in AI, focusing primarily on its industrial applications.

Covering a wide range of topics, the book highlights the adaptable nature of AI and its increasing impact on industrial sectors. It brings together contributions from an international cohort of researchers, discussing themes such as intelligent manufacturing and maintenance, intelligent supply chain management, various modes of learning including supervised, unsupervised, reinforcement, semi-supervised, and graph-based, as well as neural networks, deep learning, planning, and optimization.

A defining feature of this edition is its extensive scope and emphasis on the practical applications of AI, along with its foundational elements. It facilitates an understanding of AI's current state and potential future direction, showcasing recent developments that bridge the gap between theory and practice.

Designed for a diverse readership, this book is of interest to AI practitioners, academics, and enthusiasts, as well as to those new to the field. It provides an opportunity to explore AI's critical role in industrial applications, and the practical insights it offers are likely to be beneficial for decision-making within industrial settings.

Editors and Affiliations

  • Department of Mathematics and Computer Science, National Graduate School for Arts and Crafts, Meknes, Morocco

    Tawfik Masrour, Tarik Hajji, Mohamed Hosni

  • National School of Business and Management - ENCG Meknes, Meknes, Morocco

    Hassan Ramchoun

Bibliographic Information

  • Book Title: Artificial Intelligence and Industrial Applications

  • Book Subtitle: Algorithms, Techniques, and Engineering Applications

  • Editors: Tawfik Masrour, Hassan Ramchoun, Tarik Hajji, Mohamed Hosni

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-43520-1

  • 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 2023

  • Hardcover ISBN: 978-3-031-43519-5Published: 15 September 2023

  • Softcover ISBN: 978-3-031-43522-5Due: 16 October 2023

  • eBook ISBN: 978-3-031-43520-1Published: 14 September 2023

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XXII, 472

  • Number of Illustrations: 64 b/w illustrations, 197 illustrations in colour

  • Topics: Computational Intelligence, Cyber-physical systems, IoT, Artificial Intelligence

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