Communications in Computer and Information Science

Advanced Machine Learning Technologies and Applications

First International Conference, AMLTA 2012, Cairo, Egypt, December 8-10, 2012, Proceedings

Editors: Hassanien, A.-E., Salem, A.-B.M., Ramadan, R., Kim, T.-h. (Eds.)

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About this book

This book constitutes the refereed proceedings of the First International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2012, held in Cairo, Egypt, in December 2012. The 58 full papers presented were carefully reviewed and selected from 99 intial submissions. The papers are organized in topical sections on rough sets and applications, machine learning in pattern recognition and image processing, machine learning in multimedia computing, bioinformatics and cheminformatics, data classification and clustering, cloud computing and recommender systems.

Table of contents (59 chapters)

  • Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey

    Sakai, Hiroshi (et al.)

    Pages 3-12

  • A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection

    Ślęzak, Dominik (et al.)

    Pages 13-23

  • Learning a Table from a Table with Non-deterministic Information: A Perspective

    Wu, Mao (et al.)

    Pages 24-32

  • Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems

    Suraj, Zbigniew

    Pages 33-42

  • New Method for Finding Rules in Incomplete and Distributed Information Systems Controlled by Reducts

    Pauk, Agnieszka Dardzinska Jolanta

    Pages 43-51

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-642-35326-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.00
price for USA
  • ISBN 978-3-642-35325-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advanced Machine Learning Technologies and Applications
Book Subtitle
First International Conference, AMLTA 2012, Cairo, Egypt, December 8-10, 2012, Proceedings
Editors
  • Aboul-Ella Hassanien
  • Abdel-Badeeh M. Salem
  • Rabie Ramadan
  • Tai-hoon Kim
Series Title
Communications in Computer and Information Science
Series Volume
322
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-35326-0
DOI
10.1007/978-3-642-35326-0
Softcover ISBN
978-3-642-35325-3
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XVI, 602
Number of Illustrations and Tables
196 b/w illustrations
Topics