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001 978-981-99-7762-8
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008 240216s2024 si | s |||| 0|eng d
020 _a9789819977628
_9978-981-99-7762-8
024 7 _a10.1007/978-981-99-7762-8
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
100 1 _aMusa, Rabiu Muazu.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_971137
245 1 0 _aData Mining and Machine Learning in Sports
_h[electronic resource] :
_bSuccess Metrics for Elite Goalkeepers in European Football Leagues /
_cby Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Aina Munirah Ab Rasid, Mohamad Razali Abdullah.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXI, 55 p. 19 illus., 18 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 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-5318
505 0 _aRecent Advancements in Data Mining and Machine Learning Applications in Evaluating Goalkeepers’ Performances in Elite Football -- The Influence of Anthropometrics on Goalkeepers’ Penalty-Saving Performance in Elite European Football -- The Relationship between Anthropometrics Parameters and Clean Sheets of Goalkeepers in Elite European Football -- A Machine Learning Analysis of Technical Skills and Tactical Awareness as Performance Predictors for Goalkeepers in European Football League -- An Unsupervised Analysis of Identifying Key Technical and Tactical Skills Awareness Among Top European Goalkeepers -- Identification of Dominant Types of Shots Received and Saves Among Top European Goalkeepers: A Significant Attribute Evaluation Technique -- Evaluation of Goalkeepers’ Goals Conceptions from Different Saves and Shots Indicators -- Summary, Conclusion, Current Status and Future Direction for Goalkeeper's Performance in European Football Leagues.
520 _aThis brief highlights the factors associated with good goalkeeping techniques and their impact on goalkeepers’ performance in elite European football leagues. The goalkeeping performances of 1600 goalkeepers from five consecutive seasons across the English Premier League, Spanish La Liga, Italian Serie A, and German Bundesliga are studied. The findings from this brief are useful for identifying the success metrices of top-class goalkeepers that help stakeholders to devise strategies to further enhance their performances and empower talent identification experts with pertinent information for mapping out future high-performance goalkeepers.
650 0 _aComputational intelligence.
_964052
650 0 _aSports sciences.
_967947
650 0 _aRecreation
_xEquipment and supplies.
_967948
650 0 _aMachine learning.
_955059
650 0 _aData mining.
_96941
650 1 4 _aComputational Intelligence.
_964052
650 2 4 _aSport Technology.
_967949
650 2 4 _aMachine Learning.
_955059
650 2 4 _aData Mining and Knowledge Discovery.
700 1 _aMajeed, Anwar P. P. Abdul.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_971138
700 1 _aAb Rasid, Aina Munirah.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_971139
700 1 _aAbdullah, Mohamad Razali.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_971140
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789819977611
776 0 8 _iPrinted edition:
_z9789819977635
830 0 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-5318
_965846
856 4 0 _uhttps://doi.org/10.1007/978-981-99-7762-8
912 _aZDB-2-INR
912 _aZDB-2-SXIT
999 _c57672
_d57672