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Artificial Intelligence Doctoral Symposium

5th Doctoral Symposium, AID 2022, Algiers, Algeria, September 18–19, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Habiba Drias

    1. University of Sciences and Technology Houari Boumediene, Algiers, Algeria

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  2. Farouk Yalaoui

    1. University of Technology of Troyes, Troyes, France

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    You can also search for this editor in PubMed   Google Scholar

  3. Allel Hadjali

    1. Laboratory of Computer Science and Automatic Control for Systems, Poitiers, France

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1852)

Included in the following conference series:

Conference proceedings info: AID 2022.

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Table of contents (22 papers)

  1. Front Matter

    Pages i-xxiii
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  3. Metaheuristics and Swarm Intelligence

    1. Front Matter

      Pages 41-41
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    2. A Survey on Using Evolutionary Approaches-Based High-Utility Itemsets Mining

      • Abderrahim Boukhalat, KamelEddine Heraguemi, Mouhamed Benouis, Samir Akhrouf, Brahim Bouderah
      Pages 43-57

    3. A GPU-Based Artificial Orca Algorithm for Solving Traveling Salesman Problem

      • Lydia Sonia Bendimerad, Habiba Drias, Maya Houacine, Lydia Messaoudene
      Pages 58-70

    4. Mushroom-like Structure Design Using Particle Swarm Optimization Algorithm to Improve the Performance of a Microstrip Antenna

      • Abdelmalek Louaifi, Zineb Laieb, Youssef Lamhene
      Pages 71-79

  4. Computer Vision

    1. Front Matter

      Pages 81-81
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    2. Improving Thermal Object Detection for Optimized Deep Neural Networks on Embedded Devices

      • Naoual El-Djouher Mebtouche, Nadia Baha, Nassim Kaddouri, Abderrahim Zaghdar, Abou Bakr Essadiq Redjil
      Pages 83-94

    3. An Enhanced Blood Cell Counting System Using Swin Transformer with Dynamic Head and KNN Model

      • Mohamed Ait Mehdi, Khadidja Belattar, Feriel Souami
      Pages 95-106

    4. Object Local Aspect Aided CNN for Recognition

      • Brahim Remmouche, Salah-Eddine Maoudj, Mokhtar Taffar
      Pages 107-119

    5. Development of a Haptic Device-Based Serious Game for Cognitive Rehabilitation

      • Amel Smaili, Litissia Medgueb, Nouara Achour, M. Z. Amrani, Abdelghani Daoudi, Selmane Derder
      Pages 120-133

  5. Artificial Intelligence Applications

    1. Front Matter

      Pages 135-135
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    2. A Robust Biometric Identification System Using ECG Statistical Features and SVM

      • Amel Benabdallah, Abdelghani Djebbari
      Pages 137-147

    3. DISS: A Discrete Input-Space Sampling Path Planning and Obstacle Avoidance Strategy for Swarm Robotics

      • Naila Aziza Houacine, Habiba Drias
      Pages 148-161

    4. Advancements in Digital Soil Mapping: From Data Acquisition to Uncertainty Estimation - A Comprehensive Review

      • Widad Hassina Belkadi, Yassine Drias
      Pages 162-177

    5. Online Book Selling Dapp Based on Smart Contracts

      • Hanane Echchaoui, Rachid Boudour
      Pages 178-191

    6. A Survey on Recent Optimization Strategies in Ambulance Dispatching and Relocation Problems

      • Celia Khelfa, Ilyes Khennak
      Pages 192-203
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About this book

This volume constitutes selected papers presented during the 5th Artificial Intelligence Doctoral Symposium, AID 2022, held in Algiers, Algeria, in September 2022. 

The 22 presented full papers were thoroughly reviewed and selected from the 38 qualified submissions. They are organized in the following topical sections: data mining; metaheuristics and swarm intelligence; computer vision; Artificial Intelligence applications; machine and deep learning; NLP and text mining.

Editors and Affiliations

  • University of Sciences and Technology Houari Boumediene, Algiers, Algeria

    Habiba Drias

  • University of Technology of Troyes, Troyes, France

    Farouk Yalaoui

  • Laboratory of Computer Science and Automatic Control for Systems, Poitiers, France

    Allel Hadjali

Bibliographic Information

  • Book Title: Artificial Intelligence Doctoral Symposium

  • Book Subtitle: 5th Doctoral Symposium, AID 2022, Algiers, Algeria, September 18–19, 2022, Revised Selected Papers

  • Editors: Habiba Drias, Farouk Yalaoui, Allel Hadjali

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-981-99-4484-2

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023

  • Softcover ISBN: 978-981-99-4483-5Published: 15 July 2023

  • eBook ISBN: 978-981-99-4484-2Published: 14 July 2023

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XXIII, 304

  • Number of Illustrations: 18 b/w illustrations, 105 illustrations in colour

  • Topics: Artificial Intelligence, Computer Applications, Computers and Education, Computers and Education

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