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Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Mostafa Ezziyyani

    1. Faculty of Sciences and Techniques of Tangier, Abdelmalek Essaâdi University, Tangier, Morocco

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  • Highlights and explains recent research and applications in advanced intelligent systems for sustainable development
  • Gathers the proceedings of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2019), held on July 08–11, 2019 in Marrakech, Morocco
  • Presents various applications of intelligent systems

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1106)

Included in the following conference series:

Conference proceedings info: AI2SD 2019.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. A New Clustering Approach for K-NN Algorithm Optimization: Application to Marketplace Profile User Prediction

    • Fatima El Barakaz, Omar Boutkhoum, Abdelmajid El Moutaouakkil, Fatiha El Adnani
    Pages 1-8

  3. A Novel Face Recognition System Based on Gabor and Zernike Features

    • Hamid Ouanan, Omar Diouri, Ahmed Gaga, Mohammed Ouanan, Brahim Aksasse
    Pages 9-15

  4. An Efficient Method for Character Segmentation in Moroccan License Plate Images

    • Abdelhak Fadili, Mohamed El Aroussi, Youssef Fakhri
    Pages 16-26

  5. Conditional Assessment of Uncertain Parameters Using Palm Probabilistic Approach and Kriging Interpolation

    • Mohamed Anass El Yamani, Saiida Lazaar
    Pages 27-33

  6. CSO to Solve the Shop Scheduling Problem: Survey

    • Abdelhamid Bouzidi, Mohammed Essaid Riffi
    Pages 34-44

  7. Development of Deep Learning-Based Facial Recognition System

    • Hamid Ouanan, Ahmed Gaga, Omar Diouri, Mohammed Ouanan, Brahim Aksasse
    Pages 45-52

  8. FPGA-Based Implementation of Optical Flow for Object Detection

    • Rachid Allaoui, Hicham Hajoui Mouane, Abdelhak Ezzine, Aimad Elmourabit
    Pages 53-61

  9. FPGA-Based System for Road Signs Color Segmentation

    • Hicham Hajoui Mouane, Rachid Allaoui, Aimad El Mourabit, Abdelhak Ezzine
    Pages 62-68

  10. Human Activity Classification Using Convolutional Neural Networks

    • Hamid Aksasse, Brahim Aksasse, Mohammed Ouanan
    Pages 69-79

  11. Improved Brain Tumor Segmentation in MRI Images Based on Thermal Analysis Model Using U-Net and GPUs

    • Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani
    Pages 80-87

  12. Improved Grey-Wolf Optimizer for Reliability Analysis

    • Aziz Hraiba, Achraf Touil, Ahmed Mousrij
    Pages 88-98

  13. Ischemic Stroke Lesion Segmentation Based on Thermal Analysis Model Using U-Net Fully Convolutional Neural Networks on GPUs

    • Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani
    Pages 99-106

  14. On the Neutrosophic Counterpart of Bellman-Ford Algorithm

    • Said Broumi, Mohamed Talea, Assia Bakali, Florentin Smarandache, Santanu Kumar Patro
    Pages 107-114

  15. Pity Beetle Algorithm to Solve VRP Variants

    • Myriem Alijo, Otman Abdoun, Amal Bergam
    Pages 115-134

  16. Self-optimization of Wireless Systems: An Approach by the Game Theory

    • Sara Riahi, Azzeddine Riahi
    Pages 135-147

  17. Static Analysis of Piezoelectric Multilayered Plates: Polarization Effect

    • M. Ajdour, L. Azrar
    Pages 148-159

  18. Back Matter

    Pages 161-161
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Other volumes

  1. Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

  2. Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

  3. Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

  4. Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

  5. Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

  6. Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

Keywords

About this book

In this book, the authors explore technological advances in the fields of multimedia processing and mathematical modeling by highlighting the latest research in this field, discussed at the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), held on July 08–11, 2019 in Marrakech, Morocco.

In addition to advances in architectures, networking and system support tools for multimedia and hypermedia, the book examines the role of mathematical modeling as a tool for the standardization and formulation of design, management, decision-making and optimization problems, and presents various innovative works involving advanced intelligent systems based on appropriate mathematical modeling tools and techniques.

The book is intended for all actors in the educational sector, namely students, professors, academic researchers and stakeholders whose work involves multimedia system development, design and applications. It constitutes an essential forum for the exchange of ideas, approaches, and innovative techniques between these actors concerning the development of and innovation in the field of education with the I4.0 revolution.

The authors of each chapter report on the state of the art and present the outcomes of their own research, laboratory experiments, and successful applications. The purpose of the book is to combine the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the fields of multimedia system development, design and applications.

Editors and Affiliations

  • Faculty of Sciences and Techniques of Tangier, Abdelmalek Essaâdi University, Tangier, Morocco

    Mostafa Ezziyyani

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