Dominik Raabe

German Sport University Cologne — Germany

Medicine · Health Sciences

12h-index739citations94works2.42yr avg
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Research Topics

Sports Performance and Training(36), Sports Analytics and Performance(34), Sports Science and Education(12), Genetics and Physical Performance(9), Sport Psychology and Performance(8)

Publications94 total

Broadcast analytics – an evaluation of video-based tracking systems with constrained player visibility
Science and Medicine in Football·2025
Shall we double the box? – Pitch scaling strategies for enhanced representativeness in soccer training
International Journal of Sports Science & Coaching·2025
Contextualization of soccer analysis with tactical periodization and machine learning
Data Mining and Knowledge Discovery·2025· 1 citedOpen Access
Assessing machine learning and data imputation approaches to handle the issue of data sparsity in sports forecasting
Machine Learning·2025· 5 cited
The dual problem of space: Relative player positioning determines attacking success in elite men’s football
Journal of Sports Sciences·2024· 8 cited
Objectivity of match analysis in football: Testing the level of agreement between coaches’ interpretations of video data
International Journal of Sports Science & Coaching·2024· 2 cited
Deep Neural Networks
2024· 1 cited
Betting and sports analytics
2023
Key properties of long-term success in football
2023
In search of the Holy Grail
2023
Positional data meet sports psychology
2023
From media to storytelling
2023
Laws of a derby
2023
A historical perspective on positional data
2023
The key to success
2023
All-on attack
2023
Data Analytics in Football
2023· 16 cited
Synchronization of passes in event and spatiotemporal soccer data
Scientific Reports·2023· 7 citedOpen Access
Examining how data becomes information for an upcoming opponent in football
International Journal of Sports Science & Coaching·2023· 12 cited
Analysis of contextualized intensity in Men’s elite handball using graph-based deep learning
Journal of Sports Sciences·2023· 9 cited
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Frequent Co-authors

Daniel Memmert(47), Robert Rein(11), Manuel Bassek(8), Henrik Biermann(7), Rumena Komitova(4), Sebastian Schwab(2), Martin Wohlan(2), Tobias Kuppens Groot(2), Saumya Mehta(2), Philip Furley(2), Ralph Ewerth(2), Fabian Wunderlich(2), Jonas Lutz(1), Rolf Dornberger(1), Lars Donath(1), Benedict Low(1), Reinhard Nabben(1), Bill Gerrard(1), Jürgen Perl(1), Alexander Banning(1)