Special Issue on Machine Learning for Soccer

Articles (7 in this collection)

1. Guest editorial: special issue on machine learning for soccer

   Authors (first, second and last of 4)

   • Daniel Berrar
   • Philippe Lopes
   • Werner Dubitzky

   • Content type: EditorialNotes
   • Published: 05 October 2018

   • Pages: 1 - 7

2. Incorporating domain knowledge in machine learning for soccer outcome prediction

   Authors

   • Daniel Berrar
   • Philippe Lopes
   • Werner Dubitzky

   • Content type: OriginalPaper
   • Published: 07 August 2018

   • Pages: 97 - 126

   

3. Modeling outcomes of soccer matches

   Authors (first, second and last of 7)

   • Alkeos Tsokos
   • Santhosh Narayanan
   • Franz Király

   • Content type: OriginalPaper
   • Open Access
   • Published: 01 August 2018

   • Pages: 77 - 95

   

4. The Open International Soccer Database for machine learning

   Authors (first, second and last of 4)

   • Werner Dubitzky
   • Philippe Lopes
   • Daniel Berrar

   • Content type: OriginalPaper
   • Published: 10 July 2018

   • Pages: 9 - 28

   

5. Probabilistic movement models and zones of control

   Authors

   • Ulf Brefeld
   • Jan Lasek
   • Sebastian Mair

   • Content type: OriginalPaper
   • Published: 29 June 2018

   • Pages: 127 - 147

   

6. Dolores: a model that predicts football match outcomes from all over the world

   Authors

   • Anthony C. Constantinou

   • Content type: OriginalPaper
   • Published: 03 May 2018

   • Pages: 49 - 75

   

7. Learning to predict soccer results from relational data with gradient boosted trees

   Authors

   • Ondřej Hubáček
   • Gustav Šourek
   • Filip Železný

   • Content type: OriginalPaper
   • Published: 03 May 2018

   • Pages: 29 - 47