04187nam a22006015i 4500 978-981-99-7762-8 DE-He213 20251030111429.0 cr nn 008mamaa 240216s2024 si | s |||| 0|eng d 9789819977628 978-981-99-7762-8 10.1007/978-981-99-7762-8 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Musa, Rabiu Muazu. author. aut http://id.loc.gov/vocabulary/relators/aut 71137 Data Mining and Machine Learning in Sports [electronic resource] : Success Metrics for Elite Goalkeepers in European Football Leagues / by Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Aina Munirah Ab Rasid, Mohamad Razali Abdullah. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XI, 55 p. 19 illus., 18 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda SpringerBriefs in Applied Sciences and Technology, 2191-5318 Recent 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. This 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. Computational intelligence. 64052 Sports sciences. 67947 Recreation Equipment and supplies. 67948 Machine learning. 55059 Data mining. 6941 Computational Intelligence. 64052 Sport Technology. 67949 Machine Learning. 55059 Data Mining and Knowledge Discovery. Majeed, Anwar P. P. Abdul. author. aut http://id.loc.gov/vocabulary/relators/aut 71138 Ab Rasid, Aina Munirah. author. aut http://id.loc.gov/vocabulary/relators/aut 71139 Abdullah, Mohamad Razali. author. aut http://id.loc.gov/vocabulary/relators/aut 71140 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819977611 Printed edition: 9789819977635 SpringerBriefs in Applied Sciences and Technology, 2191-5318 65846 https://doi.org/10.1007/978-981-99-7762-8 ZDB-2-INR ZDB-2-SXIT 57672 57672