Lecture Notes in Artificial Intelligence

Discovery Science

16th International Conference, DS 2013, Singapore, October 6-9, 2013, Proceedings

Editors: Fürnkranz, Johannes, Hüllermeier, Eyke, Higuchi, Tomoyuki (Eds.)

  • Conference proceedings of the International Conference on Discovery Science, DS 2013

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  • ISBN 978-3-642-40897-7
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About this book

This book constitutes the proceedings of the 16th International Conference on Discovery Science, DS 2013, held in Singapore in October 2013, and co-located with the International Conference on Algorithmic Learning Theory, ALT 2013. The 23 papers presented in this volume were carefully reviewed and selected from 52 submissions. They cover recent advances in the development and analysis of methods of automatic scientific knowledge discovery, machine learning, intelligent data analysis, and their application to knowledge discovery.

Table of contents (23 chapters)

  • Mixture Models from Multiresolution 0-1 Data

    Adhikari, Prem Raj (et al.)

    Pages 1-16

  • Model Tree Ensembles for Modeling Dynamic Systems

    Aleksovski, Darko (et al.)

    Pages 17-32

  • Fast and Scalable Image Retrieval Using Predictive Clustering Trees

    Dimitrovski, Ivica (et al.)

    Pages 33-48

  • Avoiding Anomalies in Data Stream Learning

    Gama, João (et al.)

    Pages 49-63

  • Generalizing from Example Clusters

    Hu, Pan (et al.)

    Pages 64-78

Buy this book

eBook $64.99
price for USA (gross)
  • ISBN 978-3-642-40897-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $83.00
price for USA
  • ISBN 978-3-642-40896-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Discovery Science
Book Subtitle
16th International Conference, DS 2013, Singapore, October 6-9, 2013, Proceedings
Editors
  • Johannes Fürnkranz
  • Eyke Hüllermeier
  • Tomoyuki Higuchi
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8140
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-40897-7
DOI
10.1007/978-3-642-40897-7
Softcover ISBN
978-3-642-40896-0
Edition Number
1
Number of Pages
XVIII, 357
Number of Illustrations and Tables
104 b/w illustrations
Topics