Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

13th International Conference, ALT 2002, Lübeck, Germany, November 24-26, 2002, Proceedings

Editors: Cesa-Bianchi, Nicolò, Numao, Masayuki, Reischuk, Rüdiger (Eds.)

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About this book

This volume contains the papers presented at the 13th Annual Conference on Algorithmic Learning Theory (ALT 2002), which was held in Lub ¨ eck (Germany) during November 24–26, 2002. The main objective of the conference was to p- vide an interdisciplinary forum discussing the theoretical foundations of machine learning as well as their relevance to practical applications. The conference was colocated with the Fifth International Conference on Discovery Science (DS 2002). The volume includes 26 technical contributions which were selected by the program committee from 49 submissions. It also contains the ALT 2002 invited talks presented by Susumu Hayashi (Kobe University, Japan) on “Mathematics Based on Learning”, by John Shawe-Taylor (Royal Holloway University of L- don, UK) on “On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum”, and by Ian H. Witten (University of Waikato, New Zealand) on “Learning Structure from Sequences, with Applications in a Digital Library” (joint invited talk with DS 2002). Furthermore, this volume - cludes abstracts of the invited talks for DS 2002 presented by Gerhard Widmer (Austrian Research Institute for Arti?cial Intelligence, Vienna) on “In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project” and by Rudolf Kruse (University of Magdeburg, Germany) on “Data Mining with Graphical Models”. The complete versions of these papers are published in the DS 2002 proceedings (Lecture Notes in Arti?cial Intelligence, Vol. 2534). ALT has been awarding the E.

Table of contents (32 chapters)

Table of contents (32 chapters)
  • Editors’ Introduction

    Pages 1-6

  • Mathematics Based on Learning

    Hayashi, Susumu

    Pages 7-21

  • Data Mining with Graphical Models

    Kruse, Rudolf (et al.)

    Pages 22-22

  • On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum

    Shawe-Taylor, John (et al.)

    Pages 23-40

  • In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project

    Widmer, Gerhard

    Pages 41-41

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-540-36169-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA in USD
  • ISBN 978-3-540-00170-6
  • 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
13th International Conference, ALT 2002, Lübeck, Germany, November 24-26, 2002, Proceedings
Editors
  • Nicolò Cesa-Bianchi
  • Masayuki Numao
  • Rüdiger Reischuk
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2533
Copyright
2002
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-36169-5
DOI
10.1007/3-540-36169-3
Softcover ISBN
978-3-540-00170-6
Edition Number
1
Number of Pages
XII, 420
Topics