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The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Aboul Ella Hassanien

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

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  2. Mohamed F. Tolba

    1. Faculty of Computers and Information Sciences, Ain Shams University, Cairo, Egypt

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  3. Mohamed Elhoseny

    1. Faculty of Computers and Information, Department of Computer Science and Engineering, Mansoura University, Dakahlia, Egypt

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  4. Mohamed Mostafa

    1. Arab Academy for Science, Technology and Maritime Transport (AASTMT), Dokki, Egypt

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  • Presents recent research on advanced machine learning technologies and applications
  • Includes outcomes of the third International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, held in Cairo, Egypt on February 22–24, 2018
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 723)

Included in the following conference series:

Conference proceedings info: AMLTA 2018.

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About this book

This book presents the refereed proceedings of the third International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, held in Cairo, Egypt, on February 22–24, 2018, and organized by the Scientific Research Group in Egypt (SRGE). The papers cover current research in machine learning, big data, Internet of Things, biomedical engineering, fuzzy logic, security, and intelligence swarms and optimization.

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Keywords

Table of contents (69 papers)

  1. Front Matter

    Pages i-xvii
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  2. Swarm Intelligence and Optimization

    1. Front Matter

      Pages 1-1
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    2. A Hybrid Grey Wolf-Bat Algorithm for Global Optimization

      • Mohammed ElGayyar, E. Emary, N. H. Sweilam, M. Abdelazeem
      Pages 3-12

    3. Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning

      • Ahmad Taher Azar, Fernando E. Serrano
      Pages 13-22

    4. Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine

      • Gehad Ismail Sayed, Mona Soliman, Aboul Ella Hassanien
      Pages 23-32

    5. Pareto Based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks

      • Mohsin Masood, Mohamed Mostafa Fouad, Ivan Glesk
      Pages 33-41

    6. Fish Image Segmentation Using Salp Swarm Algorithm

      • Abdelhameed Ibrahim, Ali Ahmed, Sherif Hussein, Aboul Ella Hassanien
      Pages 42-51

    7. Swarming Behaviors of Chicken for Predicting Posts on Facebook Branding Pages

      • Khaled Ahmed, Aboul Ella Hassanien, Ehab Ezzat, Siddhartha Bhattacharyya
      Pages 52-61

    8. Enhancing AGDE Algorithm Using Population Size Reduction for Global Numerical Optimization

      • Ali Khater Mohamed, Ali Wagdy Mohamed, Ehab Zaki Elfeky, Mohamed Saleh
      Pages 62-72

    9. Simulated Annealing Based Quantum Inspired Automatic Clustering Technique

      • Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Vaclav Snasel, Aboul Ella Hassanien
      Pages 73-81

    10. Hybrid Grasshopper Optimization Algorithm and Support Vector Machines for Automatic Seizure Detection in EEG Signals

      • Asmaa Hamad, Essam H. Houssein, Aboul Ella Hassanien, Aly A. Fahmy
      Pages 82-91

    11. A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis

      • M. A. El-Shorbagy, A. Y. Ayoub, I. M. El-Desoky, A. A. Mousa
      Pages 92-101

    12. Pairwise Global Sequence Alignment Using Sine-Cosine Optimization Algorithm

      • Mohamed Issa, Aboul Ella Hassanien, Ahmed Helmi, Ibrahim Ziedan, Ahmed Alzohairy
      Pages 102-111

    13. An Automated Fish Species Identification System Based on Crow Search Algorithm

      • Gehad Ismail Sayed, Aboul Ella Hassanien, Ahmed Gamal, Hassan Aboul Ella
      Pages 112-123

  3. Fuzzy Logic and Applications

    1. Front Matter

      Pages 125-125
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    2. Design and Implementation of Fuzzy PID Controller into Multi Agent Smart Library System Prototype

      • Hossam Hassan Ammar, Ahmad Taher Azar, Tata Derick Tembi, Khatthy Tony, Andres Sosa
      Pages 127-137

    3. Fuzzy Logic Controller with Color Vision System Tracking for Mobile Manipulator Robot

      • Ahmad Taher Azar, Hossam Hassan Ammar, Hazem Mliki
      Pages 138-146

    4. Interactive Fuzzy Cellular Automata for Fast Person Re-Identification

      • Bahram Lavi, Muhammad Atta Othman Ahmed
      Pages 147-157

    5. Decision Support System for Determination of Forces Applied in Orthodontic Based on Fuzzy Logic

      • Lamia Nabil Omran, Kadry Ali Ezzat, Aboul Ella Hassanien
      Pages 158-168

  4. Advanced Machine Learning and Applications

    1. Front Matter

      Pages 169-169
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Other volumes

  1. The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

Editors and Affiliations

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

    Aboul Ella Hassanien

  • Faculty of Computers and Information Sciences, Ain Shams University, Cairo, Egypt

    Mohamed F. Tolba

  • Faculty of Computers and Information, Department of Computer Science and Engineering, Mansoura University, Dakahlia, Egypt

    Mohamed Elhoseny

  • Arab Academy for Science, Technology and Maritime Transport (AASTMT), Dokki, Egypt

    Mohamed Mostafa

Bibliographic Information

  • Book Title: The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

  • Editors: Aboul Ella Hassanien, Mohamed F. Tolba, Mohamed Elhoseny, Mohamed Mostafa

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-74690-6

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2018

  • Softcover ISBN: 978-3-319-74689-0Published: 26 January 2018

  • eBook ISBN: 978-3-319-74690-6Published: 25 January 2018

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XVII, 717

  • Number of Illustrations: 299 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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