LEADER 03743nam 22006975 450 001 9910674349303321 005 20251113194904.0 010 $a9783031275272 010 $a3031275276 024 7 $a10.1007/978-3-031-27527-2 035 $a(MiAaPQ)EBC7206754 035 $a(Au-PeEL)EBL7206754 035 $a(CKB)26186216300041 035 $a(DE-He213)978-3-031-27527-2 035 $a(PPN)268205663 035 $a(EXLCZ)9926186216300041 100 $a20230224d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMachine Learning and Data Mining for Sports Analytics $e9th International Workshop, MLSA 2022, Grenoble, France, September 19, 2022, Revised Selected Papers /$fedited by Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (x, 127 pages) $cillustrations 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1783 311 08$aPrint version: Brefeld, Ulf Machine Learning and Data Mining for Sports Analytics Cham : Springer,c2023 9783031275265 320 $aIncludes bibliographical references and index. 327 $aFootball -- Towards expected counter - Using comprehensible features to predict counterattacks -- Shot analysis in different levels of German football using Expected Goals -- Analyzing passing sequences for the prediction of goal-scoring opportunities -- Let?s penetrate the defense: A machine learning model for prediction and valuation of penetrative passes -- Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction -- Cost-efficient and bias-robust sports player tracking by integrating GPS and video -- Racket sports -- Predicting tennis serve directions with machine learning -- Discovering and visualizing tactics in table tennis games based on subgroup discovery -- Cycling -- Athlete monitoring in professional road cycling using similarity search on time series data. 330 $aThis book constitutes the refereed proceedings of the 9th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2022, held in Grenoble, France, during September 19, 2022. The 10 full papers included in this book were carefully reviewed and selected from 18 submissions. They were organized in topical sections as follows: Football, Racket sports, Cycling. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1783 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 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910674349303321 996 $aMachine learning and data mining for sports analytics$91949689 997 $aUNINA