Editors:
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1324)
Conference series link(s): MLSA: International Workshop on Machine Learning and Data Mining for Sports Analytics
Conference proceedings info: MLSA 2020.
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Table of contents (11 papers)
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Front Matter
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Football
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Front Matter
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Back Matter
About this book
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.
Keywords
- artificial intelligence
- computer hardware
- computer systems
- computer vision
- correlation analysis
- data handling
- data integration
- databases
- Human-Computer Interaction (HCI)
- integrated data
- machine learning
- sensors
- user interfaces
Editors and Affiliations
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Leuphana University of Lüneburg, Lüneburg, Germany
Ulf Brefeld
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Katholieke Universiteit Leuven, Leuven, Belgium
Jesse Davis
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SciSports, Amersfoort, The Netherlands
Jan Van Haaren
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Université de Caen Normandie, Caen, France
Albrecht Zimmermann
Bibliographic Information
Book Title: Machine Learning and Data Mining for Sports Analytics
Book Subtitle: 7th International Workshop, MLSA 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings
Editors: Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-030-64912-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-64911-1Published: 10 December 2020
eBook ISBN: 978-3-030-64912-8Published: 09 December 2020
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: X, 141
Number of Illustrations: 6 b/w illustrations
Topics: Artificial Intelligence, Information Systems and Communication Service, Computers and Education, Computer Appl. in Social and Behavioral Sciences, Computer Communication Networks