Description |
1 online resource : illustrations (some color) |
Series |
Advances in intelligent systems and computing ; volume 1426 |
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Advances in intelligent systems and computing ; 1426.
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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 |
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 |
Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed April 13, 2022) |
Subject |
Sports sciences -- Data processing -- Congresses
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Sports sciences -- Congresses
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Computer science -- Congresses
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Performance -- Congresses
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Performance technology -- Congresses
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Computer science
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Performance
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Sports sciences
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Sports sciences -- Data processing
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Baca, Arnold, editor.
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Exel, Juliana, editor
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Lames, Martin, editor.
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James, Nic, editor.
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Parmar, Nimai, editor
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International Performance Analysis. Workshop and Conference (9th : 2021 : Online)
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International Association of Computer Science in Sport. Conference (5th : 2021 : Online)
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ISBN |
9783030993337 |
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3030993337 |
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