Ryan Beal

14 papers A* 2A 2Journal 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
The Strain of Success: A Predictive Model for Injury Risk Mitigation and Team Success in Soccer.
CoRR
Gregory Everett, Ryan Beal, Tim Matthews, Timothy J. Norman, Sarvapali D. Ramchurn
2022 J jnl
Learning from the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage.
CoRR
Matthew Wear, Ryan Beal, Tim Matthews, Timothy J. Norman, Sarvapali D. Ramchurn
2021 A* conf
Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model.
AAAI
Ryan Beal, Stuart E. Middleton, Timothy J. Norman, Sarvapali D. Ramchurn
2021 A conf
Optimising Long-Term Outcomes using Real-World Fluent Objectives: An Application to Football.
AAMAS
Ryan Beal, Georgios Chalkiadakis, Timothy J. Norman, Sarvapali D. Ramchurn
2021 J jnl
Optimising Long-Term Outcomes using Real-World Fluent Objectives: An Application to Football.
CoRR
Ryan Beal, Georgios Chalkiadakis, Timothy J. Norman, Sarvapali D. Ramchurn
2021 J jnl
What Happened Next? Using Deep Learning to Value Defensive Actions in Football Event-Data.
CoRR
Charbel Merhej, Ryan Beal, Sarvapali D. Ramchurn, Tim Matthews
2020 J jnl
A Critical Comparison of Machine Learning Classifiers to Predict Match Outcomes in the NFL.
Int. J. Comput. Sci. Sport
Ryan Beal, Timothy J. Norman, Sarvapali D. Ramchurn
2020 J jnl
Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model.
CoRR
Ryan Beal, Stuart E. Middleton, Timothy J. Norman, Sarvapali D. Ramchurn
2020 A* conf
Learning the Value of Teamwork to Form Efficient Teams.
AAAI
Ryan Beal, Narayan Changder, Timothy J. Norman, Sarvapali D. Ramchurn
2020 J jnl
Optimising Daily Fantasy Sports Teams with Artificial Intelligence.
Int. J. Comput. Sci. Sport
Ryan Beal, Timothy J. Norman, Sarvapali D. Ramchurn
2020 A conf
Optimising Game Tactics for Football.
AAMAS
Ryan Beal, Georgios Chalkiadakis, Timothy J. Norman, Sarvapali D. Ramchurn
2020 J jnl
Optimising Game Tactics for Football.
CoRR
Ryan Beal, Georgios Chalkiadakis, Timothy J. Norman, Sarvapali D. Ramchurn
2020 J jnl
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program.
AI Mag.
Grace Bang, Guy Barash, Ryan Beal, Jacques Calì, Mauricio Castillo-Effen, Xin Cynthia Chen, Niyati Chhaya, Rachel Cummings, Rohan Dhoopar, Sebastijan Dumancic, Huáscar Espinoza, Eitan Farchi, Ferdinando Fioretto, Raquel Fuentetaja, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John A. McDermid, Martin Michalowski, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia-Aguas, Onn Shehory, Arash Shaban-Nejad, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang
2019 J jnl
Artificial intelligence for team sports: a survey.
Knowl. Eng. Rev.
Ryan Beal, Timothy J. Norman, Sarvapali D. Ramchurn