Machine Learning and Data Mining for Sports Analytics

£54.99

Machine Learning and Data Mining for Sports Analytics

5th International Workshop, MLSA 2018, Co-located with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings

Probability and statistics Data mining Maths for computer scientists Artificial intelligence Expert systems / knowledge-based systems Pattern recognition

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Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 6th April 2019

Format: LCP-protected ePub

Size: 9 Mb

ISBN: 9783030172749


Book Description

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.

Contents and Review Process

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.

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