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Titlebook: Machine Learning and Data Mining for Sports Analytics; 9th International Wo Ulf Brefeld,Jesse Davis,Albrecht Zimmermann Conference proceedi

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發(fā)表于 2025-3-21 17:58:03 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Machine Learning and Data Mining for Sports Analytics
副標(biāo)題9th International Wo
編輯Ulf Brefeld,Jesse Davis,Albrecht Zimmermann
視頻videohttp://file.papertrans.cn/621/620448/620448.mp4
叢書(shū)名稱Communications in Computer and Information Science
圖書(shū)封面Titlebook: Machine Learning and Data Mining for Sports Analytics; 9th International Wo Ulf Brefeld,Jesse Davis,Albrecht Zimmermann Conference proceedi
描述This book constitutes the refereed proceedings of the 9th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2022, held in Grenoble, France, during September 19, 2022.?.The 10 full papers included in this book were carefully reviewed and selected from 18 submissions. They were organized in topical sections as follows:?Football,?Racket sports,?Cycling..
出版日期Conference proceedings 2023
關(guān)鍵詞artificial intelligence; computer vision; machine learning; human-computer interaction; software design;
版次1
doihttps://doi.org/10.1007/978-3-031-27527-2
isbn_softcover978-3-031-27526-5
isbn_ebook978-3-031-27527-2Series ISSN 1865-0929 Series E-ISSN 1865-0937
issn_series 1865-0929
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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978-3-031-27526-5The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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Machine Learning and Data Mining for Sports Analytics978-3-031-27527-2Series ISSN 1865-0929 Series E-ISSN 1865-0937
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Analyzing Passing Sequences for?the?Prediction of?Goal-Scoring Opportunitiesd apply sequential pattern mining. Our experimental study on the 2020/21 Danish Superliga season shows that our method is able to predict goal scoring opportunities better than random subsequences that occurred, in median, 99.5% of the cases.
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Discovering and?Visualizing Tactics in?a?Table Tennis Game Based on?Subgroup Discoveryand classify these subgroups using the weighted relative accuracy measure (WRAcc). We then present the subgroups using visualizations to communicate these results to our expert. These exchanges allow rapid feedback on our results and makes it possible further improvements to our discoveries.
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Conference proceedings 2023held in Grenoble, France, during September 19, 2022.?.The 10 full papers included in this book were carefully reviewed and selected from 18 submissions. They were organized in topical sections as follows:?Football,?Racket sports,?Cycling..
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