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Machine Learning and Data Mining for Sports Analytics

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Machine Learning and Data Mining for Sports Analytics Synopsis

This book constitutes the refereed post-conference proceedings of the 5th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2018, colocated with ECML/PKDD 2018, in Dublin, Ireland, in September 2018. The 12 full papers presented together with 4 challenge papers were carefully reviewed and selected from 24 submissions. The papers present a variety of topics, covering the team sports American football, basketball, ice hockey, and soccer, as well as the individual sports cycling and martial arts.

In addition, four challenge papers are included, reporting on how to predict pass receivers in soccer.

About This Edition

ISBN: 9783030172732
Publication date:
Author: Ulf Brefeld
Publisher: Springer Nature Switzerland AG
Format: Paperback
Pagination: 179 pages
Series: Lecture Notes in Computer Science
Genres: Artificial intelligence
Data mining
Expert systems / knowledge-based systems
Maths for computer scientists
Probability and statistics
Pattern recognition

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