Performance and characteristics of 1,602 tennis players
Kelly Kiki, Angelos Alexopoulos, Ioannis Ntzoufras
Methodology
Data on 1,602 tennis players regarding their demographic and technical characteristics, performance and prize money earnings over the last 20 years.
Analysis of Stefanos Tsitsipas’ professional trajectory
Angelos Alexopoulos, Kelly Kiki, Ioannis Ntzoufras
Data Analysis
How we grouped 1,602 tennis players to find out who is more similar to Stefanos Tsitsipas and to predict the latter’s career path over the next decade, by applying simple machine learning techniques and statistical methods.
What statistics can tell us about Stefanos Tsitsipas’ career
Angelos Alexopoulos, Kelly Kiki, Ioannis Ntzoufras
Feature
Which players the 22-year-old international is similar with and what are the predictions for his career path over the next decade
The problem of bias in facial recognition
William Crumpler
Feature
The selection of training data, audits to confirm quality and governance systems to manage facial recognition