Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS conference / Arnold Baca, Juliana Exel, Martin Lames, Nic James, Nimai Parmar, editors.
2022
GV558 .P76 2022
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Details
Title
Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS conference / Arnold Baca, Juliana Exel, Martin Lames, Nic James, Nimai Parmar, editors.
ISBN
9783030993337 (electronic bk.)
3030993337 (electronic bk.)
9783030993320
3030993329
3030993337 (electronic bk.)
9783030993320
3030993329
Published
Cham : Springer, [2022]
Copyright
©2022
Language
English
Description
1 online resource : illustrations (some color).
Item Number
10.1007/978-3-030-99333-7 doi
Call Number
GV558 .P76 2022
Dewey Decimal Classification
613.7/10285
Summary
This covers the PACSS 2021 which approached interdisciplinary collaboration between theoretical computer science and practical performance analysis though an online workshop and conference. Readers find in this book the peer-reviewed and discussed evidences on how computer scientists and performance analysts can and have worked together to solve both applied and research-based problems in elite sport, using the methods of computer science. In this edition, we organize the content according to four major topics: machine learning, text mining, best practice and interdisciplinary collaboration. This is a refined material written by leading experts with up-to-date overview of research in the multidisciplinary field of computer science and elite sport performance analysis.
Note
International conference proceedings.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed April 13, 2022).
Added Author
Baca, Arnold, editor.
Exel, Juliana, editor.
Lames, Martin, editor.
James, Nic, editor.
Parmar, Nimai, editor.
Exel, Juliana, editor.
Lames, Martin, editor.
James, Nic, editor.
Parmar, Nimai, editor.
Added Corporate Author
International Performance Analysis. Workshop and Conference (9th : 2021 : Online).
International Association of Computer Science in Sport. Conference (5th : 2021 : Online)
International Association of Computer Science in Sport. Conference (5th : 2021 : Online)
Series
Advances in intelligent systems and computing ; 1426.
Available in Other Form
Print version: 9783030993320
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Table of Contents
Text mining and performance analysis
Match Analysis 4.0 with Big Data: From Studies to Experiments
Using machine learning to assess and compare athletes in team sports
Kick it to Me, or Maybe Not - How Player Roles Affect AFL Possessions
Predicting and understanding Australian Rules Football using Markov processes
Exercise Evaluation using Time-of-Flight Image Data
Improving springboard diving video classification accuracy through cumulated segment values
How Sports Scientists Explain Their Choice of Wearable
Physical and motivational effects of Exer-games in healthy adults: Overview of Reviews
The Impact of Order of Performance on Peer-to-Peer Learning of a Lacrosse Ball Pick-Up Skill Through Video Analysis with University Students.
Match Analysis 4.0 with Big Data: From Studies to Experiments
Using machine learning to assess and compare athletes in team sports
Kick it to Me, or Maybe Not - How Player Roles Affect AFL Possessions
Predicting and understanding Australian Rules Football using Markov processes
Exercise Evaluation using Time-of-Flight Image Data
Improving springboard diving video classification accuracy through cumulated segment values
How Sports Scientists Explain Their Choice of Wearable
Physical and motivational effects of Exer-games in healthy adults: Overview of Reviews
The Impact of Order of Performance on Peer-to-Peer Learning of a Lacrosse Ball Pick-Up Skill Through Video Analysis with University Students.