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Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Aboul Ella Hassanien

    1. Faculty of Computers Artificial Intelligence, Cairo University, Giza, Egypt

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  2. Václav Snášel

    1. Faculty of Electrical Engineering and Computer Science, VŠB-Technical University of Ostrava, Ostrava-Poruba, Czech Republic

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  3. Mincong Tang

    1. International Center for Informatics Research, Beijing Jaiotong University, Beijing, China

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  4. Tien-Wen Sung

    1. College of Computer Science and Mathematics, Fujian University of Technology, Fuzhou, China

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  5. Kuo-Chi Chang

    1. Fujian University of Technology, New Taipei, Taiwan

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  • Includes recent research on Advanced Intelligent Systems and Informatics
  • Constitutes the proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics
  • Presents scientific research on all aspects of informatics and intelligent systems, technologies, and applications

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 152)

Included in the following conference series:

Conference proceedings info: AISI 2022.

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Table of contents (65 papers)

  1. Front Matter

    Pages i-xvii
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  2. Machine Learning

    1. Front Matter

      Pages 1-1
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    2. Anti-electricity Stealing Detection Based on Recurrent Neural Network

      • Wei-hao Xiao, Xu-hong Huang, Nan Zhao, Sheng-ping Tang
      Pages 3-13

    3. Self-supervised Learning for Foreground Segmentation with a Few Amount of Labeled Images Using Transformers

      • Islam Osman, Mohamed S. Shehata
      Pages 14-25

    4. Adaptive Collaborative Learning Process in a Hybrid Model

      • Fatima Zohra Lhafra, Otman Abdoun
      Pages 26-38

    5. Overview of Gradient Descent Algorithms: Application to Railway Regularity

      • Zaynabe Ragala, Asmaa Retbi, Samir Bennani
      Pages 39-49

    6. Major Role of Artificial Intelligence, Machine Learning, and Deep Learning in Identity and Access Management Field: Challenges and State of the Art

      • Sara Aboukadri, Aafaf Ouaddah, Abdellatif Mezrioui
      Pages 50-64

    7. Analysis of Feature Selection Methods for Network Traffic Classification

      • Saadat Izadi, Mahmood Ahmadi, Rojia Nikbazm
      Pages 65-77

    8. MOOC Video Classification Using Natural Language Processing and Machine Learning Model

      • Othman El Harrak, Jaber El Bouhdidi
      Pages 78-88

    9. A Problem and Project-Based Learning Strategy to Promote Students’ Motivation in Post-pandemic Graduation Design Studio: A Prospective Comparative Study

      • Basma N. El-Mowafy, Asmaa M. Hassan
      Pages 89-106

    10. An Efficient 2-Stages Classification Model for Students Performance Prediction

      • Mohamed Farouk Yacoub, Huda Amin Maghawry, Nivin A. Helal, Sebastián Ventura Soto, Tarek F. Gharib
      Pages 107-122

    11. A Straggler Identification Model for Large-Scale Distributed Computing Systems Using Machine Learning

      • Samar A. Said, Shahira M. Habashy, Sameh A. Salem, E. L.-Sayed. M. Saad
      Pages 123-132

    12. The Application of Artificial Intelligence in Real Estate Valuation: A Systematic Review

      • Nasrin Mahmoud Alsawan, Muhammad Turki Alshurideh
      Pages 133-149

    13. Agency Theory: Designing Optimal Incentives in the Insurance Sector

      • Fernando Turrado García, Ana Lucila Sandoval Orozco, Pilar García Pineda, Luis Javier García Villalba
      Pages 150-159

  3. Deep Learning and Applications

    1. Front Matter

      Pages 161-161
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    2. Face Mask Detection by Using Deep Learning with the Generative Adversarial Network-Based Feature

      • Vinh Dinh Nguyen, Narayan C. Debnath
      Pages 163-170

    3. Face Recognition Based on Deep Learning and HSV Color Space

      • Quoc Nhut Nguyen, Narayan C. Debnath, Vinh Dinh Nguyen
      Pages 171-177

    4. A Proposed Model for Fake Media Detection Using Deep Learning Techniques

      • Amira Hesham, Yasser Omar, Essam El-fakharany, Radwa Fatahillah
      Pages 178-188

    5. A Comparison of Deep Learning Techniques for Corrosion Detection

      • Tom Bolton, Julian Bass, Tarek Gaber
      Pages 189-198

    6. Pleural Effusion Detection Using Machine Learning and Deep Learning Based on Computer Vision

      • Rehab Fathi Ibrahim, N. M. Yhiea, Alshaimaa Mostafa Mohammed, Ahmed Magdy Mohamed
      Pages 199-210
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Other volumes

  1. Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022

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About this book

This proceedings book constitutes the refereed proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics (AISI 2021), which took place in Cairo, Egypt, during November 20–22, 2022, and is an international interdisciplinary conference that presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications.

Editors and Affiliations

  • Faculty of Computers Artificial Intelligence, Cairo University, Giza, Egypt

    Aboul Ella Hassanien

  • Faculty of Electrical Engineering and Computer Science, VŠB-Technical University of Ostrava, Ostrava-Poruba, Czech Republic

    Václav Snášel

  • International Center for Informatics Research, Beijing Jaiotong University, Beijing, China

    Mincong Tang

  • College of Computer Science and Mathematics, Fujian University of Technology, Fuzhou, China

    Tien-Wen Sung

  • Fujian University of Technology, New Taipei, Taiwan

    Kuo-Chi Chang

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