Lecture Notes in Artificial Intelligence

Statistical Learning and Data Sciences

Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings

Editors: Gammerman, Alexander, Vovk, Vladimir, Papadopoulos, Harris (Eds.)

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About this book

This book constitutes the refereed proceedings of the Third International Symposium on Statistical Learning and Data Sciences, SLDS 2015, held in Egham, Surrey, UK, April 2015.
The 36 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 59 submissions. The papers are organized in topical sections on statistical learning and its applications, conformal prediction and its applications, new frontiers in data analysis for nuclear fusion, and geometric data analysis.

Table of contents (38 chapters)

Table of contents (38 chapters)
  • Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer

    Pages 3-32

    Vapnik, Vladimir (et al.)

  • Statistical Inference Problems and Their Rigorous Solutions

    Pages 33-71

    Vapnik, Vladimir (et al.)

  • Feature Mapping Through Maximization of the Atomic Interclass Distances

    Pages 75-85

    Karatsiolis, Savvas (et al.)

  • Adaptive Design of Experiments for Sobol Indices Estimation Based on Quadratic Metamodel

    Pages 86-95

    Burnaev, Evgeny (et al.)

  • GoldenEye++: A Closer Look into the Black Box

    Pages 96-105

    Henelius, Andreas (et al.)

Buy this book

eBook $59.99
price for USA in USD
  • ISBN 978-3-319-17091-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-17090-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Learning and Data Sciences
Book Subtitle
Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings
Editors
  • Alexander Gammerman
  • Vladimir Vovk
  • Harris Papadopoulos
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9047
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-17091-6
DOI
10.1007/978-3-319-17091-6
Softcover ISBN
978-3-319-17090-9
Edition Number
1
Number of Pages
XIV, 444
Number of Illustrations
133 b/w illustrations
Topics