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Information Systems and Applications, incl. Internet/Web, and HCI

Intelligent Data Engineering and Automated Learning -- IDEAL 2010

11th International Conference, Paisley, UK, September 1-3, 2010, Proceedings

Editors: Fyfe, C., Tino, P., Charles, D., Garcia Osorio, C.I., Yin, H. (Eds.)

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  • ISBN 978-3-642-15381-5
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About this book

The IDEAL conference has become a unique, established and broad interdisciplinary forum for experts, researchers and practitioners in many fields to interact with each other and with leading academics and industries in the areas of machine learning, information processing, data mining, knowledge management, bio-informatics, neu- informatics, bio-inspired models, agents and distributed systems, and hybrid systems. This volume contains the papers presented at the 11th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2010), which was held September 1–3, 2010 in the University of the West of Scotland, on its Paisley campus, 15 kilometres from the city of Glasgow, Scotland. All submissions were strictly pe- reviewed by the Programme Committee and only the papers judged with sufficient quality and novelty were accepted and included in the proceedings. The IDEAL conferences continue to evolve and this year’s conference was no exc- tion. The conference papers cover a wide variety of topics which can be classified by technique, aim or application. The techniques include evolutionary algorithms, artificial neural networks, association rules, probabilistic modelling, agent modelling, particle swarm optimization and kernel methods. The aims include regression, classification, clustering and generic data mining. The applications include biological information processing, text processing, physical systems control, video analysis and time series analysis.

Table of contents (47 chapters)

  • Large Scale Instance Selection by Means of a Parallel Algorithm

    Haro-García, Aida (et al.)

    Pages 1-12

  • Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection

    Elfers, Carsten (et al.)

    Pages 13-20

  • Generalized Derivative Based Kernelized Learning Vector Quantization

    Schleif, Frank-Michael (et al.)

    Pages 21-28

  • Cost Optimization of a Localized Irrigation System Using Genetic Algorithms

    Pais, Mônica Sakuray (et al.)

    Pages 29-36

  • Dimension Reduction for Regression with Bottleneck Neural Networks

    Parviainen, Elina

    Pages 37-44

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-642-15381-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA in USD
  • ISBN 978-3-642-15380-8
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Intelligent Data Engineering and Automated Learning -- IDEAL 2010
Book Subtitle
11th International Conference, Paisley, UK, September 1-3, 2010, Proceedings
Editors
  • Colin Fyfe
  • Peter Tino
  • Darryl Charles
  • César Ignacio Garcia Osorio
  • Hujun Yin
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
6283
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-15381-5
DOI
10.1007/978-3-642-15381-5
Softcover ISBN
978-3-642-15380-8
Edition Number
1
Number of Pages
XVI, 398
Number of Illustrations and Tables
134 b/w illustrations
Topics