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Journal of Sports Sciences Volume 38, 2020 - Issue 18
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Sports Performance

Man & machine: Adaptive tools for the contemporary performance analyst

Professor Sam RobertsonInstitute for Health and Sport, Victoria University, Footscray, AustraliaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-8330-0011
ORCID Icon
Pages 2118-2126 | Accepted 21 May 2020, Published online: 12 Jun 2020

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Mitchell F. Aarons, Chris M. Young, Lyndell Bruce & Dan B. Dwyer. (2023) Real time prediction of match outcomes in Australian football. Journal of Sports Sciences 41:11, pages 1115-1125.
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Sergio L. Jiménez, Álvaro Bustamante-Sánchez, Adam L. Kelly, Helios Pareja-Galeano & Carlos Lago-Penas. (2022) Influence of the situational variables on the performance of the teams competing in the Chinese Super League. International Journal of Performance Analysis in Sport 22:4, pages 455-466.
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Joshua Marris, Steve Barrett, Grant Abt & Chris Towlson. (2022) Quantifying technical actions in professional soccer using foot-mounted inertial measurement units. Science and Medicine in Football 6:2, pages 203-214.
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Grant Abt, Simon Jobson, Jean-Benoit Morin, Louis Passfield, Jaime Sampaio, Caroline Sunderland & Craig Twist. (2022) Raising the bar in sports performance research. Journal of Sports Sciences 40:2, pages 125-129.
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Denise Martin, Peter G. O Donoghue, Jonathan Bradley & Denise McGrath. (2021) Developing a framework for professional practice in applied performance analysis. International Journal of Performance Analysis in Sport 21:6, pages 845-888.
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Sarah Whitehead, Kevin Till, Ben Jones, Clive Beggs, Nicholas Dalton-Barron & Dan Weaving. (2021) The use of technical-tactical and physical performance indicators to classify between levels of match-play in elite rugby league. Science and Medicine in Football 5:2, pages 121-127.
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Paul Gamble, Lionel Chia & Sian Allen. (2020) The illogic of being data-driven: reasserting control and restoring balance in our relationship with data and technology in football. Science and Medicine in Football 4:4, pages 338-341.
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John William Francis, Jamie Kyte & Michael Bateman. The role of the analyst: comparative analysis of applied performance analyst job advertisements in the UK and Ireland (2021-2022). International Journal of Performance Analysis in Sport 0:0, pages 1-30.
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Peter Burggräf, Fabian Steinberg, Carl René Sauer & Philipp Nettesheim. (2024) Machine learning implementation in small and medium-sized enterprises: insights and recommendations from a quantitative study. Production Engineering.
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Mitchell F Aarons, Will Vickery, Lyndell Bruce, Chris M Young & Dan B Dwyer. (2023) Barriers to coach decision-making during Australian football matches and how it can be supported by artificial intelligence. International Journal of Sports Science & Coaching 19:1, pages 41-52.
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Mark Nicholls, Derik Coetzee, Robert Schall & Wilbur Kraak. (2023) Analysing match-related performance indicators in Super Rugby Competitions: A study of the 2017–2019 seasons. International Journal of Sports Science & Coaching.
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Saumya Mehta, Philip Furley, Dominik Raabe & Daniel Memmert. (2023) Examining how data becomes information for an upcoming opponent in football. International Journal of Sports Science & Coaching.
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Mitchell F. Aarons, Will Vickery, Lyndell Bruce, Chris M. Young & Dan B. Dwyer. (2023) A framework to explain the in-match decision-making of elite Australian football coaches. Psychology of Sport and Exercise 67, pages 102439.
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Peter Düking, Pietro Picerno, Valentina Camomilla, Laura Gastaldi & Billy Sperlich. (2023) Editorial: Highlights in sports science, technology and engineering 2021/22. Frontiers in Sports and Active Living 4.
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Wellington Rangel, Gilbert Fellingham, Felipe Santana & Leonardo Lamas. (2022) Integrated evaluation of team strategy, training practices and game performance of a basketball team. International Journal of Sports Science & Coaching 18:1, pages 197-206.
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Evangelos Charamis, Christos Marmarinos & Ioannis Ntzoufras. (2022) Estimating team possessions in high-level European basketball competition. International Journal of Sports Science & Coaching 18:1, pages 220-230.
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Francisco Javier Robles-Palazón, José M. Puerta-Callejón, José A. Gámez, Mark De Ste Croix, Antonio Cejudo, Fernando Santonja, Pilar Sainz de Baranda & Francisco Ayala. (2023) Predicting injury risk using machine learning in male youth soccer players. Chaos, Solitons & Fractals 167, pages 113079.
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Corey James Wedding, Carl Thomas Woods, Wade Heath Sinclair & Anthony Scott Leicht. (2022) Operational Insights into Analysing Team and Player Performance in Elite Rugby League: A Narrative Review with Case Examples. Sports Medicine - Open 8:1.
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Felicity Lord, David B. Pyne, Marijke Welvaert & Jocelyn K. Mara. (2022) Capture, analyse, visualise: An exemplar of performance analysis in practice in field hockey. PLOS ONE 17:5, pages e0268171.
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Dan B. Dwyer, Matthias Kempe & Arno Knobbe. (2022) Editorial: Using Artificial Intelligence to Enhance Sport Performance. Frontiers in Sports and Active Living 4.
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Ben Teune, Carl Woods, Alice Sweeting, Mathew Inness & Sam Robertson. (2022) A method to inform team sport training activity duration with change point analysis. PLOS ONE 17:3, pages e0265848.
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Glyn Lewis, Christopher Towlson, Pietro Roversi, Chris Domogalla, Lee Herrington & Steve Barrett. (2022) Quantifying volume and high-speed technical actions of professional soccer players using foot-mounted inertial measurement units. PLOS ONE 17:2, pages e0263518.
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Kathryn Johnston, Lou Farah, Harleen Ghuman & Joseph Baker. (2021) To draft or not to draft? A systematic review of North American sports’ entry draft. Scandinavian Journal of Medicine & Science in Sports 32:1, pages 4-17.
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F R Goes, M Kempe, J van Norel & K A P M Lemmink. (2021) Modelling team performance in soccer using tactical features derived from position tracking data. IMA Journal of Management Mathematics 32:4, pages 519-533.
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Talko B. Dijkhuis, Matthias Kempe & Koen A. P. M. Lemmink. (2021) Early Prediction of Physical Performance in Elite Soccer Matches—A Machine Learning Approach to Support Substitutions. Entropy 23:8, pages 952.
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Scott McLean, David Rath, Simon Lethlean, Matt Hornsby, James Gallagher, Dean Anderson & Paul M. Salmon. (2021) With Crisis Comes Opportunity: Redesigning Performance Departments of Elite Sports Clubs for Life After a Global Pandemic. Frontiers in Psychology 11.
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Miguel-Angel Gomez-Ruano, Sergio José Ibáñez & Anthony S. Leicht. (2020) Editorial: Performance Analysis in Sport. Frontiers in Psychology 11.
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