Overview
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1571)
Included in the following conference series:
Conference proceedings info: MLSA 2021.
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Table of contents (16 papers)
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Football
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Other Team Sports
Other volumes
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Machine Learning and Data Mining for Sports Analytics
Keywords
- artificial intelligence
- computer hardware
- computer systems
- computer vision
- correlation analysis
- data mining
- databases
- game design
- game theory
- gameplay
- Human-Computer Interaction (HCI)
- image analysis
- interactive computer graphics
- knowledge-based system
- machine learning
- signal processing
- user interfaces
- videogames
About this book
The 12 full papers and 4 short papers presented were carefully reviewed and selected from 29 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.
Editors and Affiliations
Bibliographic Information
Book Title: Machine Learning and Data Mining for Sports Analytics
Book Subtitle: 8th International Workshop, MLSA 2021, Virtual Event, September 13, 2021, Revised Selected Papers
Editors: Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-031-02044-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-031-02043-8Published: 04 May 2022
eBook ISBN: 978-3-031-02044-5Published: 03 May 2022
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: X, 205
Number of Illustrations: 5 b/w illustrations, 57 illustrations in colour
Topics: Artificial Intelligence, Information Systems and Communication Service, Computer Imaging, Vision, Pattern Recognition and Graphics, Computer Applications, Computer Systems Organization and Communication Networks