000			03730nam a22006255i 4500
001			978-3-031-27527-2
003			DE-He213
005			20240423130136.0
007			cr nn 008mamaa
008			230224s2023 sz | s |||| 0|eng d
020			_a9783031275272 _9978-3-031-27527-2
024	7		_a10.1007/978-3-031-27527-2 _2doi
050		4	_aQ334-342
050		4	_aTA347.A78
072		7	_aUYQ _2bicssc
072		7	_aCOM004000 _2bisacsh
072		7	_aUYQ _2thema
082	0	4	_a006.3 _223
245	1	0	_aMachine Learning and Data Mining for Sports Analytics _h[electronic resource] : _b9th International Workshop, MLSA 2022, Grenoble, France, September 19, 2022, Revised Selected Papers / _cedited by Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann.
250			_a1st ed. 2023.
264		1	_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2023.
300			_aX, 127 p. 47 illus., 38 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aCommunications in Computer and Information Science, _x1865-0937 ; _v1783
505	0		_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.
520			_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.
650		0	_aArtificial intelligence.
650		0	_aComputer networks .
650		0	_aApplication software.
650		0	_aDatabase management.
650		0	_aSoftware engineering.
650	1	4	_aArtificial Intelligence.
650	2	4	_aComputer Communication Networks.
650	2	4	_aComputer and Information Systems Applications.
650	2	4	_aDatabase Management System.
650	2	4	_aSoftware Engineering.
700	1		_aBrefeld, Ulf. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aDavis, Jesse. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aVan Haaren, Jan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aZimmermann, Albrecht. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783031275265
776	0	8	_iPrinted edition: _z9783031275289
830		0	_aCommunications in Computer and Information Science, _x1865-0937 ; _v1783
856	4	0	_uhttps://doi.org/10.1007/978-3-031-27527-2
912			_aZDB-2-SCS
912			_aZDB-2-SXCS
942			_cSPRINGER
999			_c185507 _d185507