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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 7th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2020, colocated with ECML/PKDD 2020, in Ghent, Belgium, in September 2020. Due to the COVID-19 pandemic the conference was held online.  The 11 papers presented were carefully reviewed and selected from 22 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions, data acquisition, performance optimization, and player evaluation.

About This Edition

ISBN: 9783030649111
Publication date: 10th December 2020
Author: Ulf Brefeld
Publisher: Springer Nature Switzerland AG
Format: Paperback
Pagination: 141 pages
Series: Communications in Computer and Information Science
Genres: Machine learning
Computer applications in the social and behavioural sciences
Data mining
Sport science, physical education