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Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Aboul Ella Hassanien

    1. Faculty of Computers and Artificial Intelligence, Information Technology Department, and Chair of the Scientific Research Group in Egypt, Cairo University, Cairo, Egypt

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  2. Adam Slowik

    1. Department of Electronics and Computer Science, Koszalin University of Technology, Koszalin, Poland

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  3. Václav Snášel

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

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  4. Hisham El-Deeb

    1. Rector of the Electronic Research Institute, Cairo, Egypt

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  5. Fahmy M. Tolba

    1. Faculty of computers and information, Ain Shams University, Cairo, Egypt

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  • Includes recent research on Advanced Intelligent Systems and Informatics
  • Gathers the proceedings of the 6th International Conference on Advanced Intelligent Systems and Informatics 2020 (AISI2020), held in Cairo, Egypt, from October 19 to 21, 2020
  • Presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1261)

Included in the following conference series:

Conference proceedings info: AISI 2020.

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Table of contents (78 papers)

  1. Front Matter

    Pages i-xviii
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  2. Intelligence and Decision Making System

    1. Front Matter

      Pages 1-1
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    2. A Context-Based Video Compression: A Quantum-Inspired Vector Quantization Approach

      • Osama F. Hassan, Saad M. Darwish, Hassan A. Khalil
      Pages 3-15

    3. An Enhanced Database Recovery Model Based on Game Theory for Mobile Applications

      • Yasser F. Mokhtar, Saad M. Darwish, Magda M. Madbouly
      Pages 16-25

    4. Location Estimation of RF Emitting Source Using Supervised Machine Learning Technique

      • Kamel H. Rahouma, Aya S. A. Mostafa
      Pages 26-37

    5. An Effective Offloading Model Based on Genetic Markov Process for Cloud Mobile Applications

      • Mohamed S. Zalat, Saad M. Darwish, Magda M. Madbouly
      Pages 38-50

    6. Toward an Efficient CRWSN Node Based on Stochastic Threshold Spectrum Sensing

      • Reham Kamel Abd El-Aziz, Ahmad A. Aziz El-Banna, HebatAllah Adly, Adly S. Tag Eldien
      Pages 51-64

    7. Video Captioning Using Attention Based Visual Fusion with Bi-temporal Context and Bi-modal Semantic Feature Learning

      • Noorhan K. Fawzy, Mohammed A. Marey, Mostafa M. Aref
      Pages 65-78

    8. Matchmoving Previsualization Based on Artificial Marker Detection

      • Houssam Halmaoui, Abdelkrim Haqiq
      Pages 79-89

    9. Research Method of Blind Path Recognition Based on DCGAN

      • Ling Luo, Ping-Jun Zhang, Peng-Jun Hu, Liu Yang, Kuo-Chi Chang
      Pages 90-99

    10. The Impact of the Behavioral Factors on Investment Decision-Making: A Systemic Review on Financial Institutions

      • Syed Faisal Shah, Muhammad Alshurideh, Barween Al Kurdi, Said A. Salloum
      Pages 100-112

  3. Deep Learning Technology and Applications

    1. Front Matter

      Pages 113-113
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    2. A Deep Learning Architecture with Word Embeddings to Classify Sentiment in Twitter

      • Eman Hamdi, Sherine Rady, Mostafa Aref
      Pages 115-125

    3. Deep Neural Networks for Landmines Images Classification

      • Refaat M. Fikry, H. Kasban
      Pages 126-136

    4. Deep Convolutional Neural Networks for ECG Heartbeat Classification Using Two-Stage Hierarchical Method

      • Abdelrahman M. Shaker, Manal Tantawi, Howida A. Shedeed, Mohamed F. Tolba
      Pages 137-147

    5. Study of Region Convolutional Neural Network Deep Learning for Fire Accident Detection

      • Ntawiheba Jean d’Amour, Kuo-Chi Chang, Pei-Qiang Li, Yu-Wen Zhou, Hsiao-Chuan Wang, Yuh-Chung Lin et al.
      Pages 148-155

  4. Document and Sentiment Analysis

    1. Front Matter

      Pages 157-157
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    2. Norm-Referenced Achievement Grading: Methods and Comparison

      • Thepparit Banditwattanawong, Masawee Masdisornchote
      Pages 159-170

    3. Review of Several Address Assignment Mechanisms for Distributed Smart Meter Deployment in Smart Grid

      • Tien-Wen Sung, Xiaohui Hu, Haiyan Ou
      Pages 171-178

    4. An Approach for Sentiment Analysis and Personality Prediction Using Myers Briggs Type Indicator

      • Alàa Genina, Mariam Gawich, Abdelfatah Hegazy
      Pages 179-186
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  1. Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020

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About this book

This book presents the proceedings of the 6th International Conference on Advanced Intelligent Systems and Informatics 2020 (AISI2020), which took place in Cairo, Egypt, from October 19 to 21, 2020. This international and interdisciplinary conference, which highlighted essential research and developments in the fields of informatics and intelligent systems, was organized by the Scientific Research Group in Egypt (SRGE). The book is divided into several sections, covering the following topics: Intelligent Systems, Deep Learning Technology, Document and Sentiment Analysis, Blockchain and Cyber Physical System, Health Informatics and AI against COVID-19, Data Mining, Power and Control Systems, Business Intelligence, Social Media and Digital Transformation, Robotic, Control Design, and Smart Systems.

Editors and Affiliations

  • Faculty of Computers and Artificial Intelligence, Information Technology Department, and Chair of the Scientific Research Group in Egypt, Cairo University, Cairo, Egypt

    Aboul Ella Hassanien

  • Department of Electronics and Computer Science, Koszalin University of Technology, Koszalin, Poland

    Adam Slowik

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

    Václav Snášel

  • Rector of the Electronic Research Institute, Cairo, Egypt

    Hisham El-Deeb

  • Faculty of computers and information, Ain Shams University, Cairo, Egypt

    Fahmy M. Tolba

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