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  • Conference proceedings
  • © 2018

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

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)

Conference series link(s): AMLTA: International Conference on Advanced Machine Learning Technologies and Applications

Conference proceedings info: AMLTA 2018.

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Table of contents (69 papers)

  1. Front Matter

    Pages i-xvii
    PDF

  2. Swarm Intelligence and Optimization

    1. Front Matter

      Pages 1-1
      PDF

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

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

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

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

    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
      PDF

    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
      PDF
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Other Volumes

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

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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

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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

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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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Access via your institution

Buy it now

eBook USD 349.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 449.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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