Predicting goal probabilities with improved xG models using event sequences in association football

• Ishara Bandara ,

  Contributed equally to this work with: Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-jin Kim, Maia Angelova

  Roles Conceptualization, Data curation, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: isharabnd@gmail.com

  Affiliations School of IT, Deakin University, Melbourne, Australia, Research Centre for Fluid and Complex Systems, Coventry University, Coventry, United Kingdom

  https://orcid.org/0000-0002-7346-248X

  ⨯
• Sergiy Shelyag ,

  Contributed equally to this work with: Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-jin Kim, Maia Angelova

  Roles Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliations School of IT, Deakin University, Melbourne, Australia, College of Science and Engineering, Flinders University, Adelaide, Australia

  https://orcid.org/0000-0002-6436-9347

  ⨯
• Sutharshan Rajasegarar ,

  Contributed equally to this work with: Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-jin Kim, Maia Angelova

  Roles Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation School of IT, Deakin University, Melbourne, Australia

  ⨯
• Dan Dwyer ,

  Contributed equally to this work with: Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-jin Kim, Maia Angelova

  Roles Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation Centre for Sport Research, Deakin University, Melbourne, Australia

  https://orcid.org/0000-0002-8177-7262

  ⨯
• Eun-jin Kim ,

  Contributed equally to this work with: Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-jin Kim, Maia Angelova

  Roles Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation Research Centre for Fluid and Complex Systems, Coventry University, Coventry, United Kingdom

  ⨯
• Maia Angelova

  Contributed equally to this work with: Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-jin Kim, Maia Angelova

  Roles Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliations School of IT, Deakin University, Melbourne, Australia, Aston Digital Futures Institute, Aston University, Birmingham, United Kingdom, Institute for Biophysics and Bioengineering, Bulgarian Academy of Sciences, Sofia, Bulgaria

  https://orcid.org/0000-0002-0931-0916

  ⨯