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Ultimate Performance Analysis Tool (uPATO) : implementation of network measures based on adjacency matrices for team sports / by Frutuoso G. M. Silva, Quoc Trong Nguyen, Acácio F. P. P. Correia, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins

By: Silva, Frutuoso G. M., autor
Contributor(s): Nguyen, Quoc Trong., autor | Correia, Acácio F.P.P., autor | Clemente, Filipe Manuel., autor | Martins, Fernando Manuel Lourenço., autor | SpringerLink (Online service)
Series: (SpringerBriefs in Applied Sciences and Technology, 2191-530X); (Intelligent Technologies and Robotics (Springer-42732)).Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Description: 1 recurso en línea (XI, 76 páginas) : 31 ilustraciones, 28 ilustraciones a color.ISBN: 9783319997537.Subject: Deportes -- Innovaciones tecnológicas | Deportistas -- RendimientoOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
Network Analysis Tools -- uPATO Tool: Overview -- uPATO: Individual metrics -- uPATO: Collective metrics -- uPATO: A Case Study.
Abstract: This book introduces the ultimate performance analysis tool (uPATO) as a new software to compute social network metrics in the scope of team sports analysis. The reader will identify the algorithms to test the general properties of the team, the co-dependencies and the centrality levels of players, i.e. to evaluate the individual, sub-group, and team performance analysis. As uPATO tool implements the metrics for all options, namely for unweighted graphs, weighted graphs, unweighted digraphs and weighted digraphs, it is also useful for network analysis into other areas beyond team sports. The book assists the reader to compute the metrics and to use it in different scenarios.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Actividad Física y Deporte GV706.8 2019 EB (Browse shelf(Opens below)) Acceso electrónico eBooks26062204
Total holds: 0

Network Analysis Tools -- uPATO Tool: Overview -- uPATO: Individual metrics -- uPATO: Collective metrics -- uPATO: A Case Study.

This book introduces the ultimate performance analysis tool (uPATO) as a new software to compute social network metrics in the scope of team sports analysis. The reader will identify the algorithms to test the general properties of the team, the co-dependencies and the centrality levels of players, i.e. to evaluate the individual, sub-group, and team performance analysis. As uPATO tool implements the metrics for all options, namely for unweighted graphs, weighted graphs, unweighted digraphs and weighted digraphs, it is also useful for network analysis into other areas beyond team sports. The book assists the reader to compute the metrics and to use it in different scenarios.

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