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Artificial Intelligence and Its Applications

Proceeding of the 2nd International Conference on Artificial Intelligence and Its Applications (2021)

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Brahim Lejdel

    1. Department of Computer Science, University of Echahid Hamma Lakhdar, El-Oued, Algeria

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  2. Eliseo Clementini

    1. Department of Industrial and Information Engineering and Economics, University of L'Aquila, L'Aquila, Italy

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    You can also search for this editor in PubMed   Google Scholar

  3. Louai Alarabi

    1. Department of Computer Science, Umm Al-Qura University, Makkah, Saudi Arabia

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  • Presents recent research Artificial Intelligence and its Applications
  • Includes the Second International Conference on Artificial Intelligence and its Applications AIAP 2021 held at El-Oued
  • Presents recent innovations, trends, and concerns as well as practical challenges in fields of Artificial Intelligence

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 413)

Included in the following conference series:

Conference proceedings info: AIAP 2021.

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Table of contents (55 papers)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Machine Learning Based Indoor Localization Using Wi-Fi and Smartphone in a Shopping Malls

    • Kamel Maaloul, Nedioui Med Abdelhamid, Brahim Lejdel
    Pages 1-10

  3. A Comparative Study Between the Two Applications of the Neural Network and Space Vector PWM for Direct Torque Control of a DSIM Fed by Multi-level Inverters

    • O. F. Benaouda, M. Mezaache, R. Abdelkader, A. Bendiabdellah
    Pages 11-21

  4. Interval Versus Histogram of Symbolic Representation Based One-Class Classifier for Offline Handwritten Signature Verification

    • Mohamed Anis Djoudjai, Youcef Chibani
    Pages 22-31

  5. Residual Neural Network for Predicting Super-Enhancers on Genome Scale

    • Sara Sabba, Meroua Smara, Mehdi Benhacine, Amina Hameurlaine
    Pages 32-42

  6. Machine Learning Algorithms for Big Data Mining Processing: A Review

    • Laouni Djafri, Yacine Gafour
    Pages 43-55

  7. Digital Text Authentication Using Deep Learning: Proposition for the Digital Quranic Text

    • Zineb Touati-Hamad, Mohamed Ridda Laouar, Issam Bendib
    Pages 56-64

  8. Prediction of Cancer Clinical Endpoints Using Deep Learning and RPPA Data

    • Imene Zenbout, Abdelkrim Bouramoul, Souham Meshoul
    Pages 65-74

  9. Clustering Educational Items from Response Data Using Penalized Pearson Coefficient and Deep Autoencoders

    • Khadidja Harbouche, Nassima Smaani, Imene Zenbout
    Pages 75-85

  10. Rational Function Model Optimization Based On Swarm Intelligence Metaheuristic Algorithms

    • Oussama Mezouar, Fatiha Meskine, Issam Boukerch
    Pages 86-99

  11. Maximum Power Point Tracking of a Wind Turbine Based on Artificial Neural Networks and Fuzzy Logic Controllers

    • Oussama Boulkhrachef, Mounir Hadef, Abdesslem Djerdir
    Pages 100-111

  12. Deep Neural Network Based TensorFlow Model for IoT Lightweight Cipher Attack

    • Zakaria Tolba, Makhlouf Derdour
    Pages 112-121

  13. Sentiment Analysis of Algerian Dialect Using a Deep Learning Approach

    • Badia Klouche, Sidi Mohamed Benslimane, Nadir Mahammed
    Pages 122-131

  14. Do We Need Change Detection for Dynamic Optimization Problems?: A Survey

    • Abdennour Boulesnane, Souham Meshoul
    Pages 132-142

  15. GPS/IMU in Direct Configuration Based on Extended Kalman Filter Controlled by Degree of Observability

    • Bendehiba Dahmane, Brahim Lejdel, Fayssal Harrats, Sameh Nassar, Lahcene Hadj Abderrahmane
    Pages 143-152

  16. Recognizing Arabic Handwritten Literal Amount Using Convolutional Neural Networks

    • Aicha Korichi, Sihem Slatnia, Najiba Tagougui, Ramzi Zouari, Monji Kherallah, Oussama Aiadi
    Pages 153-165

  17. A Novel Separable Convolutional Neural Network for Human Activity Recognition

    • Ali Boudjema, Faiza Titouna
    Pages 166-176

  18. Deep Approach Based on User’s Profile Analysis for Capturing User’s Interests

    • Randa Benkhelifa, Nasria Bouhyaoui
    Pages 177-186

  19. Multi Agent Systems Based CPPS – An Industry 4.0 Test Case

    • Abdelhamid Bendjelloul, Mehdi Gaham, Brahim Bouzouia, Mansour Moufid, Bachir Mihoubi
    Pages 187-196

  20. Ranking Social Media News Feeds: A Comparative Study of Personalized and Non-personalized Prediction Models

    • Sami Belkacem, Kamel Boukhalfa, Omar Boussaid
    Pages 197-209
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  1. Artificial Intelligence and Its Applications

Keywords

About this book

This book contains the proceedings of the second edition of the international Conference on Artificial Intelligence and its Applications (AIAP'21). This edition aims to bring together leading academic scientists, international researchers, and practitioners to exchange and share their experiences and research results on all aspects of Artificial Intelligence. It also provides an interdisciplinary platform for researchers, practitioners and students to present and discuss the most recent innovations, trends, and concerns as well as practical challenges encountered and solutions adopted in the fields of Artificial Intelligence. This international conference offers an opportunity to bridge the gap between the Artificial Intelligence research community and people from the industry or working in other research areas including smart cities, big data, cloud computing, social networks, and energy.

Editors and Affiliations

  • Department of Computer Science, University of Echahid Hamma Lakhdar, El-Oued, Algeria

    Brahim Lejdel

  • Department of Industrial and Information Engineering and Economics, University of L'Aquila, L'Aquila, Italy

    Eliseo Clementini

  • Department of Computer Science, Umm Al-Qura University, Makkah, Saudi Arabia

    Louai Alarabi

Bibliographic Information

  • Book Title: Artificial Intelligence and Its Applications

  • Book Subtitle: Proceeding of the 2nd International Conference on Artificial Intelligence and Its Applications (2021)

  • Editors: Brahim Lejdel, Eliseo Clementini, Louai Alarabi

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-030-96311-8

  • 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 2022

  • Softcover ISBN: 978-3-030-96310-1Published: 12 March 2022

  • eBook ISBN: 978-3-030-96311-8Published: 11 March 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XI, 602

  • Number of Illustrations: 61 b/w illustrations, 235 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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