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Artificial Intelligence and Industrial Applications

Artificial Intelligence Techniques for Cyber-Physical, Digital Twin Systems and Engineering Applications

  • Conference proceedings
  • © 2021

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. Ibtissam El Hassani

    1. Department of Industrial and Manufacturing Engineering, National Graduate School for Arts and Crafts, Meknes, Morocco

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    You can also search for this editor in PubMed   Google Scholar

  3. Anass Cherrafi

    1. Department of Industrial and Manufacturing Engineering, National Graduate School for Arts and Crafts, Meknes, Morocco

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    You can also search for this editor in PubMed   Google Scholar

  • Presents the latest research on artificial intelligence techniques for cyber-physical, digital twin and engineering applications
  • Includes selected papers from the conference Artificial Intelligence & Industrial Applications (A2IA2020), held on March 19-20, 2020 in Meknes, Morocco
  • Written by respected experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 144)

Included in the following conference series:

Conference proceedings info: A2IA 2020.

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Table of contents (29 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Efficient Pore Network Extraction Method Based on the Distance Transform

    • Adam Hammoumi, Maxime Moreaud, Elsa Jolimaitre, Thibaud Chevalier, Alexey Novikov, Michaela Klotz
    Pages 1-13

  3. A Study of Energy Reduction Strategies in Renewable Hybrid Grid

    • Chahinaze Ameur, Sanaa Faquir, Ali Yahyaouy
    Pages 14-25

  4. DFS Response Time Prediction Using the Techniques of “Deep Learning”

    • Akram Elomari, Larbi Hassouni, Abderrahim Maizate
    Pages 26-35

  5. Spam Filtering System Based on Nearest Neighbor Algorithms

    • Ghizlane Hnini, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
    Pages 36-46

  6. A Robust Control of Permanent Magnet Synchronous Generator Based Wind Energy Conversion System via Online-Tuned Artificial Neural Network Compensators

    • Mohsin Beniysa, Aziz El Janati El Idrissi, Adel Bouajaj, Mohammed Réda Britel
    Pages 47-60

  7. Classification and Watermarking of Brain Tumor Using Artificial and Convolutional Neural Networks

    • Youssef Douzi, Tarik Hajji, Mohammed Benabdellah, Abdelmalek Azizi, Tawfik Masrour
    Pages 61-77

  8. Machine Learning Application for Blood Pressure Telemonitoring over Wireless Sensors Network

    • A. El Attaoui, S. Largo, A. Jilbab, A. Bourouhou
    Pages 78-90

  9. TRNSYS Simulation of a Solar Cooling System Under Oujda Climate

    • Sara El Hassani, Hanane Ait Lahoussine, Hamid Amaoui, Mohammed Amine Moussaoui, Ahmed Mezrhab
    Pages 91-98

  10. Fuzzy Logic Based Intelligent Vertical Handover Decision in Heterogeneous Networks

    • Saida Driouache, Najib Naja, Abdellah Jamali
    Pages 99-109

  11. Toward Intelligent Solution to Identify Learner Attitude from Source Code

    • Zakaria Itahriouan, Nisserine El Bahri, Samir Brahim Belhaouari, Hajji Tarik, Mohamed Ouazzani Jamil
    Pages 110-118

  12. A New Method to Analysis of Internet of Things Malware Using Image Texture Component and Machine Learning Techniques

    • Saloua Senhaji, Sanaa Faquir, Fidae Harchli, Hajji Tarik, Mohammed Ouazzani Jamil
    Pages 119-125

  13. Optimization of the SLM Process by Printing a Test Tray in AlSi7Mg06

    • Faraj Zainab, Aboussaleh Mohamed, Zaki Smail
    Pages 126-134

  14. Mining Online Opinions and Reviews Using Bi-LSTM for Reputation Generation

    • Achraf Boumhidi, Abdessamad Benlahbib, El Habib Nfaoui
    Pages 135-144

  15. Theme Identification for Linked Medical Data

    • Siham Eddamiri, Elmoukhtar Zemmouri, Asmaa Benghabrit
    Pages 145-157

  16. A Proposal for a Deep Learning Model to Enhance Student Guidance and Reduce Dropout

    • Mouhcine Sabri, Jaber El Bouhdidi, Mohamed Yassin Chkouri
    Pages 158-165

  17. EduBot: An Unsupervised Domain-Specific Chatbot for Educational Institutions

    • Md. Abdullah Al Muid, Md. Masum Reza, Ruhullah Bin Kalim, Nayeem Ahmed, Md. Tarek Habib, Md. Sadekur Rahman
    Pages 166-174

  18. SQL Generation from Natural Language Using Supervised Learning and Recurrent Neural Networks

    • Youssef Mellah, El Hassane Ettifouri, Abdelkader Rhouati, Walid Dahhane, Toumi Bouchentouf, Mohammed Ghaouth Belkasmi
    Pages 175-183

  19. An Intelligent Power Distribution Management with Dynamic Selection in Smart Building Based on Prosumers Classification and an Intelligent Controller

    • Yassin Bendriss, Youssef Hamdaoui, Fatima Guerouate
    Pages 184-199

  20. Conceptual Architecture of AI-Enabled IoT System for Knee Rehabilitation Exercises Telemonitoring

    • Mohamed El Fezazi, Atman Jbari, Abdelilah Jilbab
    Pages 200-209
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Other volumes

  1. Artificial Intelligence and Industrial Applications

  2. Artificial Intelligence and Industrial Applications

Keywords

About this book

This book gathers selected papers from Artificial Intelligence and Industrial Applications (A2IA’2020), the first installment of an annual international conference organized by ENSAM-Meknes at Moulay Ismail University, Morocco.  

The 29 papers presented here were carefully reviewed and selected from 141 submissions by an international scientific committee. They address various aspects of artificial intelligence such as digital twin, multiagent systems, deep learning, image processing and analysis, control, prediction, modeling, optimization and design, as well as AI applications in industry, health, energy, agriculture, and education.

The book is intended for AI experts, offering them a valuable overview and global outlook for the future, and highlights a wealth of innovative ideas and recent, important advances in AI applications, both of a foundational and practical nature. It will also appeal to non-experts who are curious about this timely and important subject.


Editors and Affiliations

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

    Tawfik Masrour

  • Department of Industrial and Manufacturing Engineering, National Graduate School for Arts and Crafts, Meknes, Morocco

    Ibtissam El Hassani, Anass Cherrafi

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