Conformal and Probabilistic Prediction with Applications

5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings
1. Auflage 2016
ISBN: 978-3-319-33394-6
Verlag: Springer International Publishing

Buch, Englisch, 229 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 3752 g

Reihe: Lecture Notes in Artificial Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Gammerman, Alexander

Vovk, Vladimir

Luo, Zhiyuan

Vega, Jesús

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Berechenbarkeitstheorie, Komplexitätstheorie
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining

Inhaltsverzeichnis

Theory of conformal prediction.- Applications of conformal prediction.- Machine learning.