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Smart Applications and Data Analysis

4th International Conference, SADASC 2022, Marrakesh, Morocco, September 22–24, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Mohamed Hamlich

    1. University of Hassan II Casablanca, Casablanca, Morocco

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  2. Ladjel Bellatreche

    1. ISAE-ENSMA, Poitiers, France

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  3. Ali Siadat

    1. Arts et Metiers Institute of Technology, Paris, France

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  4. Sebastian Ventura

    1. University of Cordoba, Cordoba, Spain

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1677)

Included in the following conference series:

Conference proceedings info: SADASC 2022.

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Table of contents (35 papers)

  1. Front Matter

    Pages i-xviii
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  2. AI-Driven Methods 1

    1. Front Matter

      Pages 1-1
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    2. Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering

      • Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
      Pages 3-16

    3. Automatic SPECT Image Processing for Parkinson’s Disease Early Detection

      • Jihad Boucherouite, Abdelilah Jilbab, Atman Jbari
      Pages 17-23

    4. Graph Convolution Networks for Unsupervised Learning

      • Maria Al Jreidy, Joseph Constantin, Fadi Dornaika, Denis Hamad
      Pages 24-33

    5. Collaborative Kernel Discriminant Analysis for Large Scale Multi Class Problems

      • Amine Khatib, Franck Dufrenois, Mohamed Hamlich, Denis Hamad
      Pages 34-50

    6. Spectral Clustering Based on a Graph Model for Airspace Sectorization

      • Zineb Hidila, Attoumane Loukmane, Naoufal Rahali, Mohammed Mestari
      Pages 51-60

  3. Networking Technologies and IoT

    1. Front Matter

      Pages 61-61
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    2. Solar Charging Station for Electric Vehicles with IoT Solution for Monitoring Energy Production

      • Younes Ledmaoui, Adila El Maghraoui, Ahmed Chebak
      Pages 63-77

    3. Low-Cost Smart Irrigation System Based on Internet of Things and Fuzzy Logic

      • Ali Mhaned, Salma Mouatassim, Mounia El Haji, Jamal Benhra
      Pages 78-89

  4. AI-Driven Methods 2

    1. Front Matter

      Pages 91-91
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    2. autoTimeSVD++: A Temporal Hybrid Recommender System Based on Contractive Autoencoder and Matrix Factorization

      • Abdelghani Azri, Adil Haddi, Hakim Allali
      Pages 93-103

    3. Toward a Holistic Public Procurement 4.0. Case Study: Moroccan Public Procurement

      • Amina Oussaleh Taoufik, Abdellah Azmani
      Pages 104-114

    4. Classifiers-Based Personality Disorders Detection

      • Fatemeh Sajadi Ansari, Djamal Benslimane, Aymen Khelifi, Mahmoud Barhamgi
      Pages 115-125

  5. Green Energy, Computing and Technologies 1

    1. Front Matter

      Pages 127-127
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    2. Investigation of Different Speed Controllers to Improve the Performance of Vector-Controlled Synchronous Reluctance Motor

      • Yassine Zahraoui, Mohamed Moutchou, Souad Tayane, Sara Elbadaoui
      Pages 129-143

    3. Performing Energy-Efficient Motions for Wheeled Mobile Robots by Designing an Orientation Controller

      • Said Fadlo, Abdelhafid Ait Elmahjoub, Nabila Rabbah
      Pages 144-157

    4. Study of Path Optimization of an Electric Vehicle: Case of Morocco

      • Meryem Abid, Mohammed Tabaa, Hanaa Hachimi
      Pages 158-170

  6. AI-Driven Methods 3

    1. Front Matter

      Pages 171-171
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    2. Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning

      • Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich
      Pages 173-186
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Other volumes

  1. Smart Applications and Data Analysis

Keywords

About this book

This book constitutes the refereed proceedings of the 4th International Conference on
Smart Applications and Data Analysis, SADASC 2022, held in Marrakesh, Morocco,
during September 22–24, 2022.


The 24 full papers and 11 short papers included in this book were carefully reviewed and
selected from 64 submissions. They were organized in topical sections as follows: AI-Driven Methods 1; Networking technologies & IoT; AI-Driven Methods 2; Green Energy, Computing and Technologies 1; AI-Driven Methods 3; Green Energy, Computing and Technologies 2; Case studies and Cyber-Physical Systems 1; Case studies and Cyber-Physical Systems 2; and Case studies and Cyber-Physical Systems 3.


 


Editors and Affiliations

  • University of Hassan II Casablanca, Casablanca, Morocco

    Mohamed Hamlich

  • ISAE-ENSMA, Poitiers, France

    Ladjel Bellatreche

  • Arts et Metiers Institute of Technology, Paris, France

    Ali Siadat

  • University of Cordoba, Cordoba, Spain

    Sebastian Ventura

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