Ryan Beal
Orcid: 0000-0003-1435-9957
According to our database1,
Ryan Beal
authored at least 13 papers
between 2019 and 2024.
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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
Int. J. Comput. Sci. Sport, 2020
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program.
AI Mag., 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019