Ryan Beal

Orcid: 0000-0003-1435-9957

According to our database1, Ryan Beal authored at least 13 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
The Strain of Success: A Predictive Model for Injury Risk Mitigation and Team Success in Soccer.
CoRR, 2024

2023
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Learning from the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage.
CoRR, 2022

Seq2Event: Learning the Language of Soccer Using Transformer-based Match Event Prediction.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
What Happened Next? Using Deep Learning to Value Defensive Actions in Football Event-Data.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Optimising Long-Term Outcomes using Real-World Fluent Objectives: An Application to Football.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A Critical Comparison of Machine Learning Classifiers to Predict Match Outcomes in the NFL.
Int. J. Comput. Sci. Sport, 2020

Optimising Daily Fantasy Sports Teams with Artificial Intelligence.
Int. J. Comput. Sci. Sport, 2020

The Association for the Advancement of Artificial Intelligence 2020 Workshop Program.
AI Mag., 2020

Optimising Game Tactics for Football.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Learning the Value of Teamwork to Form Efficient Teams.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Artificial intelligence for team sports: a survey.
Knowl. Eng. Rev., 2019


  Loading...