Communications in Computer and Information Science

Advanced Machine Learning Technologies and Applications

Second International Conference, AMLTA 2014, Cairo, Egypt, November 28-30, 2014. Proceedings

Editors: Hassanien, Aboul Ella, Tolba, Mohamed, Azar, Ahmad Taher (Eds.)

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  • ISBN 978-3-319-13461-1
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About this book

This book constitutes the refereed proceedings of the Second International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2014, held in Cairo, Egypt, in November 2014. The 49 full papers presented were carefully reviewed and selected from 101 initial submissions. The papers are organized in topical sections on machine learning in Arabic text recognition and assistive technology; recommendation systems for cloud services; machine learning in watermarking/authentication and virtual machines; features extraction and classification; rough/fuzzy sets and applications; fuzzy multi-criteria decision making; Web-based application and case-based reasoning construction; social networks and big data sets.

Table of contents (49 chapters)

Table of contents (49 chapters)
  • Arabic Text Recognition Based on Neuro-Genetic Feature Selection Approach

    Pages 3-10

    Amara, Marwa (et al.)

  • Isolated Printed Arabic Character Recognition Using KNN and Random Forest Tree Classifiers

    Pages 11-17

    Rashad, Marwa (et al.)

  • Arabic Character Recognition Based M-SVM: Review

    Pages 18-25

    Amara, Marwa (et al.)

  • iSee: An Android Application for the Assistance of the Visually Impaired

    Pages 26-35

    Ghantous, Milad (et al.)

  • Arabic Sign Language Recognition Using Spatio-Temporal Local Binary Patterns and Support Vector Machine

    Pages 36-45

    Aly, Saleh (et al.)

Buy this book

eBook $79.99
price for USA in USD
  • ISBN 978-3-319-13461-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-319-13460-4
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Advanced Machine Learning Technologies and Applications
Book Subtitle
Second International Conference, AMLTA 2014, Cairo, Egypt, November 28-30, 2014. Proceedings
Editors
  • Aboul Ella Hassanien
  • Mohamed Tolba
  • Ahmad Taher Azar
Series Title
Communications in Computer and Information Science
Series Volume
488
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-13461-1
DOI
10.1007/978-3-319-13461-1
Softcover ISBN
978-3-319-13460-4
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XVI, 542
Number of Illustrations
198 b/w illustrations
Topics