Conformal and Probabilistic Prediction with Applications - 5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings

This book constitutes the refereed proceedings of the 5th InternationalSymposium on Conformal and Probabilistic Prediction with Applications, COPA2016, held in Madrid, Spain, in April 2016.
The 14 revised fullpapers presented together with 1 invited paper were carefully reviewed andselected from 23 submissions and cover topics on theory of conformal prediction; applicationsof conformal prediction; and machine learning.

Sommario

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

Dettagli sul prodotto

• Con la collaborazione di: Alexander Gammerman (Editore), Zhiyuan Luo (Editore), Jesús Vega (Editore), Vladimir Vovk (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 17.04.2016
• EAN: 9783319333946
• ISBN: 978-3-31-933394-6
• Pagine: 229
• Dimensioni: 160 mm x 235 mm x 234 mm
• Peso: 377 g
• Illustrazioni: XII, 229 p. 45 illus.
• Serie: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; C, Algorithmen und Datenstrukturen, Data Mining, Algorithms, Datenbanken, Artificial Intelligence, angewandte informatik, Theoretische Informatik, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Database Management, Information Systems Applications (incl. Internet), Theory of Computation, Computer and Information Systems Applications, database programming, Application software, Data Mining and Knowledge Discovery, Computers, Algorithms & data structures, Internet searching, Algorithm Analysis and Problem Complexity, Expert systems / knowledge-based systems, Databases, Computation by Abstract Devices