LEADER 03795nam 22006495 450 001 9910838287703321 005 20250807140303.0 010 $a981-9977-62-2 024 7 $a10.1007/978-981-99-7762-8 035 $a(CKB)30390566300041 035 $a(MiAaPQ)EBC31166578 035 $a(Au-PeEL)EBL31166578 035 $a(DE-He213)978-981-99-7762-8 035 $a(EXLCZ)9930390566300041 100 $a20240216d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Mining and Machine Learning in Sports $eSuccess Metrics for Elite Goalkeepers in European Football Leagues /$fby Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Aina Munirah Ab Rasid, Mohamad Razali Abdullah 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (62 pages) 225 1 $aSpringerBriefs in Applied Sciences and Technology,$x2191-5318 311 08$a981-9977-61-4 320 $aIncludes bibliographical references. 327 $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. 330 $aThis brief highlights the factors associated with good goalkeeping techniques and their impact on goalkeepers? performance in elite European football leagues. The goalkeeping performances of 1600 goalkeepers from five consecutive seasons across the English Premier League, Spanish La Liga, Italian Serie A, and German Bundesliga are studied. The findings from this brief are useful for identifying the success metrices of top-class goalkeepers that help stakeholders to devise strategies to further enhance their performances and empower talent identification experts with pertinent information for mapping out future high-performance goalkeepers. 410 0$aSpringerBriefs in Applied Sciences and Technology,$x2191-5318 606 $aComputational intelligence 606 $aSports sciences 606 $aRecreation$xEquipment and supplies 606 $aMachine learning 606 $aData mining 606 $aComputational Intelligence 606 $aSport Technology 606 $aMachine Learning 606 $aData Mining and Knowledge Discovery 615 0$aComputational intelligence. 615 0$aSports sciences. 615 0$aRecreation$xEquipment and supplies. 615 0$aMachine learning. 615 0$aData mining. 615 14$aComputational Intelligence. 615 24$aSport Technology. 615 24$aMachine Learning. 615 24$aData Mining and Knowledge Discovery. 676 $a943.005 700 $aMusa$b Rabiu Muazu$01365660 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910838287703321 996 $aData Mining and Machine Learning in Sports$94132557 997 $aUNINA