Player valuation in European football

E Nsolo, P Lambrix, N Carlsson - Machine Learning and Data Mining for …, 2019 - Springer
As the success of a team depends on the performance of individual players, the valuation of
player performance has become an important research topic. In this paper, we compare and …

Predicting player trajectories in shot situations in soccer

P Lindström, L Jacobsson, N Carlsson… - Machine Learning and …, 2020 - Springer
Player behaviors can have a significant impact on the outcome of individual events, as well
as the game itself. The increased availability of high quality resolution spatio-temporal data …

Efficient learning from comparisons

L Maystre - 2018 - infoscience.epfl.ch
Humans are comparison machines: comparing and choosing an item among a set of
alternatives (such as objects or concepts) is arguably one of the most natural ways for us to …

Discrete-Choice Mining of Social Processes

V Kristof - 2021 - infoscience.epfl.ch
Poor decisions and selfish behaviors give rise to seemingly intractable global problems,
such as the lack of transparency in democratic processes, the spread of conspiracy theories …

An Autoencoder Based Approach to Simulate Sports Games

A Vaswani, R Ganguly, H Shah, S Pandit… - Machine Learning and …, 2020 - Springer
Sports data has become widely available in the recent past. With the improvement of
machine learning techniques, there have been attempts to use sports data to analyze not …

An Autoencoder Based Approach to Simulate Sports Games

S Bothara - Machine Learning and Data Mining for Sports …, 2020 - books.google.com
Sports data has become widely available in the recent past. With the improvement of
machine learning techniques, there have been attempts to use sports data to analyze not …

Deep Imitation Learning on Spatio-Temporal Data with Multiple Adversarial Agents Applied on Soccer

P Lindström - 2019 - diva-portal.org
Recently, the availability of high quality and high resolution spatio-temporal data has
increased for many sports. This enabled deep analysis of player behaviour and game …