Lecture Notes in Artificial Intelligence

Discovery Science

14th International Conference, DS 2011, Espoo, Finland, October 5-7, Proceedings

Editors: Elomaa, Tapio, Hollmén, Jaakko, Mannila, Heikki (Eds.)

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About this book

This book constitutes the refereed proceedings of the 14th International Conference on Discovery Science, DS 2011, held in Espoo, Finland, in October 2011 - co-located with ALT 2011, the 22nd International Conference on Algorithmic Learning Theory.
The 24 revised full papers presented together with 5 invited lectures were carefully revised and selected from 56 submissions. The papers cover a wide range including the development and analysis of methods for automatic scientific knowledge discovery, machine learning, intelligent data analysis, theory of learning, as well as their application to knowledge discovery.

Table of contents (29 chapters)

  • On the Expressive Power of Deep Architectures

    Bengio, Yoshua (et al.)

    Pages 1-1

  • Learning from Label Preferences

    Hüllermeier, Eyke (et al.)

    Pages 2-17

  • Information Distance and Its Extensions

    Li, Ming

    Pages 18-28

  • Models for Autonomously Motivated Exploration in Reinforcement Learning

    Auer, Peter (et al.)

    Pages 29-29

  • Optimal Estimation

    Rissanen, Jorma

    Pages 30-30

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-24477-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA
  • ISBN 978-3-642-24476-6
  • 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
14th International Conference, DS 2011, Espoo, Finland, October 5-7, Proceedings
Editors
  • Tapio Elomaa
  • Jaakko Hollmén
  • Heikki Mannila
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
6926
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Berlin Heidelberg
eBook ISBN
978-3-642-24477-3
DOI
10.1007/978-3-642-24477-3
Softcover ISBN
978-3-642-24476-6
Edition Number
1
Number of Pages
XIII, 381
Topics