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020 _a9783031020445
_9978-3-031-02044-5
024 7 _a10.1007/978-3-031-02044-5
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
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082 0 4 _a006.3
_223
245 1 0 _aMachine Learning and Data Mining for Sports Analytics
_h[electronic resource] :
_b8th International Workshop, MLSA 2021, Virtual Event, September 13, 2021, Revised Selected Papers /
_cedited by Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aX, 205 p. 62 illus., 57 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 ;
_v1571
505 0 _aFootball -- Other team sports -- Individual sports -- Non-physical sports.
520 _aThis book constitutes the refereed post-conference proceedings of the 8th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2021, held as virtual event in September 2021. The 12 full papers and 4 short papers presented were carefully reviewed and selected from 29 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions, data acquisition, performance optimization, and player evaluation.
650 0 _aArtificial intelligence.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aImage processing
_xDigital techniques.
650 0 _aComputer vision.
650 0 _aApplication software.
650 1 4 _aArtificial Intelligence.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aComputer Engineering and Networks.
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:
_z9783031020438
776 0 8 _iPrinted edition:
_z9783031020452
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1571
856 4 0 _uhttps://doi.org/10.1007/978-3-031-02044-5
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c178988
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