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The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019)

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Aboul Ella Hassanien

    1. Faculty of Computers and Information, Cairo University, Giza, Egypt

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  2. Ahmad Taher Azar

    1. Faculty of Computers and Information, Benha University, Benha, Egypt

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  3. Tarek Gaber

    1. School of Computing, Science and Engineering, University of Salford, Salford, Greater Manchester, UK

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  4. Roheet Bhatnagar

    1. Department of Computer Science and Engineering, School of Computing and IT, Faculty of Engineering, Manipal University Jaipur, Jaipur, India

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  5. Mohamed F. Tolba

    1. Faculty of Computer and Information Science, Ain Shams University, Cairo, Egypt

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  • Presents recent research on advanced machine learning technologies and applications
  • Includes outcomes of the fourth International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2019, held in Cairo, Egypt on March 28–30, 2019
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 921)

Included in the following conference series:

Conference proceedings info: AMLTA 2019.

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Table of contents (93 papers)

  1. Front Matter

    Pages i-xxix
    Download chapter PDF

  2. Deep Learning Applications

    1. Front Matter

      Pages 1-1
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    2. A Deep Learning Approach for Tongue Diagnosis

      • Meng Xiao, Guozheng Liu, Yu Xia, Hao Xu
      Pages 3-12

    3. Reduced 3-D Deep Learning Framework for Hyperspectral Image Classification

      • Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba
      Pages 13-22

    4. An Efficient Deep Convolutional Neural Network for Visual Image Classification

      • Basma Abd El-Rahiem, Muhammad Atta Othman Ahmed, Omar Reyad, Hani Abd El-Rahaman, Mohamed Amin, Fathi Abd El-Samie
      Pages 23-31

    5. Deep Learning for Predictive Analytics in Healthcare

      • Anandhavalli Muniasamy, Sehrish Tabassam, Mohammad A. Hussain, Habeeba Sultana, Vasanthi Muniasamy, Roheet Bhatnagar
      Pages 32-42

    6. Deep Layer CNN Architecture for Breast Cancer Histopathology Image Detection

      • Zanariah Zainudin, Siti Mariyam Shamsuddin, Shafaatunnur Hasan
      Pages 43-51

    7. Regression Task on Big Data with Convolutional Neural Network

      • Chang Liu, Ziheng Wang, Su Wu, Shaozhi Wu, Kai Xiao
      Pages 52-58

    8. The Regression of MNIST Dataset Based on Convolutional Neural Network

      • Ziheng Wang, Su Wu, Chang Liu, Shaozhi Wu, Kai Xiao
      Pages 59-68

  3. Swarm Intelligence and Applications

    1. Front Matter

      Pages 69-69
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    2. Intelligent Hybrid Approach for Feature Selection

      • Ahmed M. Anter, Ahmad Taher Azar, Khaled M. Fouad
      Pages 71-79

    3. Parameter Estimation for Chaotic Systems Using the Fruit Fly Optimization Algorithm

      • Saad M. Darwish, Amr Elmasry, Asmaa H. Ibrahim
      Pages 80-90

    4. Optimal Shortest Path in Mobile Ad-Hoc Network Based on Fruit Fly Optimization Algorithm

      • Saad M. Darwish, Amr Elmasry, Shaymaa H. Ibrahim
      Pages 91-101

    5. Swarm Optimization for Solving Load Balancing in Cloud Computing

      • Aya A. Salah Farrag, Safia Abbas Mohamad, El Sayed M. El-Horbaty
      Pages 102-113

    6. The Influence of New Energy Access on Load Peaks and Troughs Based on Optimization Techniques

      • Weibao Zhang, Hong Gang, Baozhong Gan, Qianhui Gang
      Pages 114-120

    7. Multi-objective Solution of Traveling Salesman Problem with Time

      • Ibrahim A. Hameed
      Pages 121-132

    8. Game Theory Based Solver for Dynamic Vehicle Routing Problem

      • Saad M. Darwish, Bassem E. Abdel-Samee
      Pages 133-142

    9. A Hybridization of Sine Cosine Algorithm with Steady State Genetic Algorithm for Engineering Design Problems

      • M. A. El-Shorbagy, M. A. Farag, A. A. Mousa, I. M. El-Desoky
      Pages 143-155

  4. Machine Learning in Biomedical

    1. Front Matter

      Pages 157-157
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    2. MolecRank: A Specificity-Based Network Analysis Algorithm

      • Ahmed Abdeen Hamed, Agata Leszczynska, Mark Schreiber
      Pages 159-168
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  1. The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019)

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About this book

This book presents the peer-reviewed proceedings of the 4th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2019), held in Cairo, Egypt, on March 28–30, 2019, and organized by the Scientific Research Group in Egypt (SRGE). The papers cover the latest research on machine learning, deep learning, biomedical engineering, control and chaotic systems, text mining, summarization and language identification, machine learning in image processing, renewable energy, cyber security, and intelligence swarms and optimization.

Editors and Affiliations

  • Faculty of Computers and Information, Cairo University, Giza, Egypt

    Aboul Ella Hassanien

  • Faculty of Computers and Information, Benha University, Benha, Egypt

    Ahmad Taher Azar

  • School of Computing, Science and Engineering, University of Salford, Salford, Greater Manchester, UK

    Tarek Gaber

  • Department of Computer Science and Engineering, School of Computing and IT, Faculty of Engineering, Manipal University Jaipur, Jaipur, India

    Roheet Bhatnagar

  • Faculty of Computer and Information Science, Ain Shams University, Cairo, Egypt

    Mohamed F. Tolba

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