LEADER 03784nam  22006975  450 
001 9910988386903321
005 20250325121132.0
010   $a3-031-86692-4
024 7 $a10.1007/978-3-031-86692-0
035   $a(CKB)38111222200041
035   $a(DE-He213)978-3-031-86692-0
035   $a(MiAaPQ)EBC31975420
035   $a(Au-PeEL)EBL31975420
035   $a(EXLCZ)9938111222200041
100   $a20250325d2025      u|         0
101 0 $aeng
135   $aur|||||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aMachine Learning and Data Mining for Sports Analytics $e11th International Workshop, MLSA 2024, Vilnius, Lithuania, September 9, 2024, Revised Selected Papers /$fedited by Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann
205   $a1st ed. 2025.
210  1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025.
215   $a1 online resource (X, 119 p. 43 illus., 38 illus. in color.) 
225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2460
311 08$a3-031-86691-6 
327   $a -- Individual sports.  -- Characterizing Serves in Table Tennis.  -- Large Language Models on Race Commentary: Towards Granular Data in Cycling Analytics.  -- Basketball.  -- GraphEIV: A Framework for Estimating the Expected Immediate Value in Basketball Using Graph Neural Networks.  -- Mathematical models for "off-ball" scoring prediction in basketball.  -- Soccer.  -- An Analysis of the Influence of Game Context on Team Playing Style.  -- Augmented Intelligence for FIFA Predictions.  -- Transformer-based Framework for Versatile Analysis of Events Data in Soccer.  -- Other team sports/e-Sports.  -- Automated Detection of Shot Events in Game Phases Using GNSS Data from a Single Team.  -- Team Dynamics in DotA2 through Attention Mechanism.
330   $aThis book constitutes the refereed proceedings of the 11th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2024, held in Vilnius, Lithuania, on September 9, 2024. The 9 full papers presented in this volume were carefully reviewed and selected from 21 submissions. They are grouped into the following topics: Individual sports; Basketball; Soccer; Other team sports/e-Sports.
410  0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2460
606   $aArtificial intelligence
606   $aComputer networks
606   $aApplication software
606   $aDatabase management
606   $aSoftware engineering
606   $aArtificial Intelligence
606   $aComputer Communication Networks
606   $aComputer and Information Systems Applications
606   $aDatabase Management System
606   $aSoftware Engineering
615  0$aArtificial intelligence.
615  0$aComputer networks.
615  0$aApplication software.
615  0$aDatabase management.
615  0$aSoftware engineering.
615 14$aArtificial Intelligence.
615 24$aComputer Communication Networks.
615 24$aComputer and Information Systems Applications.
615 24$aDatabase Management System.
615 24$aSoftware Engineering.
676   $a006.3
702   $aBrefeld$b Ulf$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aDavis$b Jesse$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aHaaren$b Jan van$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aZimmermann$b Albrecht$4edt$4http://id.loc.gov/vocabulary/relators/edt
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910988386903321
996   $aMachine learning and data mining for sports analytics$91949689
997   $aUNINA