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Filipe Manuel Clemente - Author

About the Author

Books by Filipe Manuel Clemente

Computational Metrics for Soccer Analysis Connecting the dots

Computational Metrics for Soccer Analysis Connecting the dots

Author: Filipe Manuel Clemente Format: Paperback / softback Release Date: 30/10/2017

This book provides an account of the use of computational tactical metrics in improving sports analysis, in particular the use of Global Positioning System (GPS) data in soccer. As well as offering a practical perspective on collective behavioural analysis, it introduces the computational metrics available in the literature that allow readers to identify collective behaviour and patterns of play in team sports. These metrics only require the bio-dimensional geo-referencing information from GPS or video-tracking systems to provide qualitative and quantitative information about the tactical behaviour of players and the inter-relationships between teammates and their opponents. Exercises, experimental cases and algorithms enable readers to fully comprehend how to compute these metrics, as well as introducing them to the ultimate performance analysis tool, which is the basis to run them on. The script to compute the metrics is presented in Python. The book is a valuable resource for professional analysts as well students and researchers in the field of sports analysis wanting to optimise the use of GPS trackers in soccer.

Small-Sided and Conditioned Games in Soccer Training The Science and Practical Applications

Small-Sided and Conditioned Games in Soccer Training The Science and Practical Applications

Author: Filipe Manuel Clemente Format: Paperback / softback Release Date: 02/04/2016

This book reviews the general acute effects and adaptations of small-sided and conditioned games (SSCGs) in terms of physiological responses, technical performance and methodology/periodization in the game of soccer. It also reviews the many studies conducted in the past decade to investigate the influence of SSCGs on physiological responses and technical performance in soccer training. SSCGs, which are smaller and adapted versions of formal team sports, are very popular training drills for players at all ability levels and competitive levels and offer an alternative to traditional fitness training. Exploring their role in depth, this book offers a valuable resource for academics, researchers and coaches with an interest in developing improved training techniques for soccer.

Social Network Analysis Applied to Team Sports Analysis

Social Network Analysis Applied to Team Sports Analysis

Author: Filipe Manuel Clemente, Fernando Manuel Lourenco Martins, Rui Sousa Mendes Format: Paperback / softback Release Date: 07/11/2015

Explaining how graph theory and social network analysis can be applied to team sports analysis, This book presents useful approaches, models and methods that can be used to characterise the overall properties of team networks and identify the prominence of each team player. Exploring the different possible network metrics that can be utilised in sports analysis, their possible applications and variances from situation to situation, the respective chapters present an array of illustrative case studies. Identifying the general concepts of social network analysis and network centrality metrics, readers are shown how to generate a methodological protocol for data collection. As such, the book provides a valuable resource for students of the sport sciences, sports engineering, applied computation and the social sciences.