04185nam a22006255i 4500 978-3-031-53833-9 DE-He213 20251030111443.0 cr nn 008mamaa 240225s2024 sz | s |||| 0|eng d 9783031538339 978-3-031-53833-9 10.1007/978-3-031-53833-9 doi Q334-342 TA347.A78 UYQ bicssc COM004000 bisacsh UYQ thema Machine Learning and Data Mining for Sports Analytics [electronic resource] : 10th International Workshop, MLSA 2023, Turin, Italy, September 18, 2023, Revised Selected Papers / edited by Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. X, 204 p. 56 illus., 49 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2035 Sports Data Analytics: An Art and a Science -- Foot ball/ soccer -- ETSY: A rule-based approach to Event and Tracking data Synchronization -- Masked Autoencoder Pretraining for Event Classi cation in Elite Soccer -- Quanti cation of Turnover Danger with xCounter -- Pass Receiver and Outcome Prediction in Soccer Using Temporal -- Graph Networks -- Field Depth Matters: Comparing the Valuation of Passes in Football -- Basket ball -- Momentum matters: investigating high-pressure situations in the NBA through scoring probability -- Are Sports Awards About Sports? Using AI to Find the Answer -- The Big Three: a practical framework for designing Decision Support -- Systems in Sports and an application for basketball -- Ot her t eam sp ort s -- What data should be collected for a good handball Expected Goal model? .-Identifying Player Roles in Ice Hockey -- Position Prediction -- Boat speed prediction in SailGP -- Individual sp ort s -- Exploring Table Tennis Analytics: Domination, Expected Score and Shot Diversity -- Specialization Evaluation -- Exploiting Clustering for Sports Data Analysis: A Study of Public and Real-world Datasets. This book constitutes the refereed proceedings of the 10th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2023, held in Turin, Italy, in September 2023. The 16 full papers included in this book were carefully reviewed and selected from 31 submissions. They were organized in topical sections as follows: Football/Soccer, Basketball, Other team sports, Individual sports. Artificial intelligence. 58441 Computer networks . 60157 Application software. Database management. 60571 Software engineering. 33953 Artificial Intelligence. 58441 Computer Communication Networks. 65689 Computer and Information Systems Applications. Database Management System. Software Engineering. 33953 Brefeld, Ulf. editor. edt http://id.loc.gov/vocabulary/relators/edt 71707 Davis, Jesse. editor. edt http://id.loc.gov/vocabulary/relators/edt 71708 Van Haaren, Jan. editor. edt http://id.loc.gov/vocabulary/relators/edt 71709 Zimmermann, Albrecht. editor. edt http://id.loc.gov/vocabulary/relators/edt 71710 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031538322 Printed edition: 9783031538346 Communications in Computer and Information Science, 1865-0937 ; 2035 66508 https://doi.org/10.1007/978-3-031-53833-9 ZDB-2-SCS ZDB-2-SXCS 57867 57867