Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009, Proceedings

Editors: Gavalda, R., Lugosi, G., Zeugmann, Th., Zilles, S. (Eds.)

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  • ISBN 978-3-642-04414-4
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Softcover $129.00
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About this book

This book constitutes the refereed proceedings of the 20th International Conference on Algorithmic Learning Theory, ALT 2009, held in Porto, Portugal, in October 2009, co-located with the 12th International Conference on Discovery Science, DS 2009.

The 26 revised full papers presented together with the abstracts of 5 invited talks were carefully reviewed and selected from 60 submissions. The papers are divided into topical sections of papers on online learning, learning graphs, active learning and query learning, statistical learning, inductive inference, and semisupervised and unsupervised learning. The volume also contains abstracts of the

invited talks: Sanjoy Dasgupta, The Two Faces of Active Learning; Hector Geffner, Inference and

Learning in Planning; Jiawei Han, Mining Heterogeneous; Information Networks By Exploring the Power of Links, Yishay Mansour, Learning and Domain Adaptation; Fernando C.N. Pereira, Learning on the Web.

Table of contents (31 chapters)

  • The Two Faces of Active Learning

    Dasgupta, Sanjoy

    Pages 1-1

  • Inference and Learning in Planning

    Geffner, Hector

    Pages 2-2

  • Mining Heterogeneous Information Networks by Exploring the Power of Links

    Han, Jiawei

    Pages 3-3

  • Learning and Domain Adaptation

    Mansour, Yishay

    Pages 4-6

  • Learning on the Web

    Pereira, Fernando C. N.

    Pages 7-7

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-04414-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.00
price for USA
  • ISBN 978-3-642-04413-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Algorithmic Learning Theory
Book Subtitle
20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009, Proceedings
Editors
  • Ricard Gavalda
  • Gábor Lugosi
  • Thomas Zeugmann
  • Sandra Zilles
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5809
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-04414-4
DOI
10.1007/978-3-642-04414-4
Softcover ISBN
978-3-642-04413-7
Edition Number
1
Number of Pages
XI, 399
Topics