DTAI Sports Analytics Lab Blog
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DTAI Sports Analytics Lab Blog
2M ago
The assessment of finishing skill in soccer using xG remains contentious due to players' difficulty in consistently outperforming their cumulative xG. We attempt to pin down the limitations and nuances and borrow techniques from AI fairness to address them ..read more
DTAI Sports Analytics Lab Blog
5M ago
We inroduce ETSY, a rule-based algorithm to synchronize soccer event data with its corresponding tracking / positional data ..read more
DTAI Sports Analytics Lab Blog
10M ago
Who are the favorites and dark-horses heading into the Women's World Cup 2023? We performed a statistical simulation to find out ..read more
DTAI Sports Analytics Lab Blog
10M ago
Who are the favorites and dark-horses heading into the Women's World Cup 2023? We performed a statistical simulation to find out ..read more
DTAI Sports Analytics Lab Blog
1y ago
We use VAEP to identify the rising stars of the 2022 World Cup ..read more
DTAI Sports Analytics Lab Blog
1y ago
Who are the favorites and dark-horses heading into the 2022 World Cup? We performed a statistical simulation to find out ..read more
DTAI Sports Analytics Lab Blog
2y ago
Who are the favorites and dark-horses heading into the Women's EURO 2022? We performed a statistical simulation to find out ..read more
DTAI Sports Analytics Lab Blog
2y ago
As today is International Women’s Day, we want to devote a blog post to women’s soccer. Most European soccer federations did not sanction ..read more
DTAI Sports Analytics Lab Blog
2y ago
This blogpost introduces a simple Pace Metric that captures the intensity of play using ball event data. Using our Pace Metric we analyze differences across leagues, teams and players in different areas of the pitch ..read more
DTAI Sports Analytics Lab Blog
2y ago
We discuss our approach for modelling in-game win probability in soccer ..read more