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

Intelligent Data Engineering and Automated Learning – IDEAL 2015

16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings

Editors: Jackowski, K., Burduk, R., Walkowiak, K., Woźniak, M., Yin, H. (Eds.)

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eBook $84.99
price for USA (gross)
  • ISBN 978-3-319-24834-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Softcover $107.00
price for USA
  • ISBN 978-3-319-24833-2
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About this book

This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Poland, in October 2015.

The 64 revised full papers presented were carefully reviewed and selected from 127 submissions. These papers provided a valuable collection of recent research outcomes in data engineering and automated learning, from methodologies, frameworks, and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modeling, swarm intelligent, multi-objective optimization, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, IDEAL 2015 also featured a number of special sessions on several emerging topics such as computational intelligence for optimization of communication networks, discovering knowledge from data, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.

Table of contents (64 chapters)

  • Data Streams Fusion by Frequent Correlations Mining

    Ziembiński, Radosław Z.

    Pages 1-8

  • Web Genre Classification via Hierarchical Multi-label Classification

    Madjarov, Gjorgji (et al.)

    Pages 9-17

  • Multi-agent Reinforcement Learning for Control Systems: Challenges and Proposals

    Graña, Manuel (et al.)

    Pages 18-25

  • Optimal Filtering for Time Series Classification

    Höppner, Frank

    Pages 26-35

  • Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection

    Fernández, Alberto (et al.)

    Pages 36-44

Buy this book

eBook $84.99
price for USA (gross)
  • ISBN 978-3-319-24834-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $107.00
price for USA
  • ISBN 978-3-319-24833-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Intelligent Data Engineering and Automated Learning – IDEAL 2015
Book Subtitle
16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings
Editors
  • Konrad Jackowski
  • Robert Burduk
  • Krzysztof Walkowiak
  • Michał Woźniak
  • Hujun Yin
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
9375
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-24834-9
DOI
10.1007/978-3-319-24834-9
Softcover ISBN
978-3-319-24833-2
Edition Number
1
Number of Pages
XX, 560
Number of Illustrations and Tables
153 illustrations in colour
Topics