Lecture Notes in Artificial Intelligence

Conformal and Probabilistic Prediction with Applications

5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings

Editors: Gammerman, A., Luo, Z., Vega, J., Vovk, V. (Eds.)

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eBook £29.99
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valid through November 5, 2017
  • ISBN 978-3-319-33395-3
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Softcover £37.99
price for United Kingdom (gross)
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  • ISBN 978-3-319-33394-6
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About this book

This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2016, held in Madrid, Spain, in April 2016.

The 14 revised full papers presented together with 1 invited paper were carefully reviewed and selected from 23 submissions and cover topics on theory of conformal prediction; applications of conformal prediction; and machine learning.

Table of contents (15 chapters)

  • Learning with Intelligent Teacher

    Vapnik, Vladimir (et al.)

    Pages 3-19

  • Criteria of Efficiency for Conformal Prediction

    Vovk, Vladimir (et al.)

    Pages 23-39

  • Universal Probability-Free Conformal Prediction

    Vovk, Vladimir (et al.)

    Pages 40-47

  • Conformal Predictors for Compound Activity Prediction

    Toccaceli, Paolo (et al.)

    Pages 51-66

  • Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario

    Moreno, Raúl (et al.)

    Pages 67-74

Buy this book

eBook £29.99
price for United Kingdom (gross)
valid through November 5, 2017
  • ISBN 978-3-319-33395-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover £37.99
price for United Kingdom (gross)
valid through November 5, 2017
  • ISBN 978-3-319-33394-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Conformal and Probabilistic Prediction with Applications
Book Subtitle
5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings
Editors
  • Alexander Gammerman
  • Zhiyuan Luo
  • Jesús Vega
  • Vladimir Vovk
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9653
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-33395-3
DOI
10.1007/978-3-319-33395-3
Softcover ISBN
978-3-319-33394-6
Edition Number
1
Number of Pages
XII, 229
Number of Illustrations and Tables
45 b/w illustrations
Topics