Transformer-Based Neural Marked Spatio Temporal Point Process Model for Football Match Events Analysis C Yeung, T Sit, K Fujii arXiv preprint arXiv:2302.09276, 2023 | 11 | 2023 |
A framework of interpretable match results prediction in football with FIFA ratings and team formation C Yeung, R Bunker, K Fujii Plos one 18 (4), e0284318, 2023 | 5 | 2023 |
A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game Theory C Yeung, K Fujii arXiv preprint arXiv:2307.14732, 2023 | 2 | 2023 |
A comparative evaluation of Elo ratings-and machine learning-based methods for tennis match result prediction R Bunker, C Yeung, T Susnjak, C Espie, K Fujii Proceedings of the Institution of Mechanical Engineers, Part P: Journal of …, 2023 | 1 | 2023 |
AutoSoccerPose: Automated 3D posture Analysis of Soccer Shot Movements C Yeung, K Ide, K Fujii 10th International Workshop on Computer Vision in Sports at CVPR' 24, 2024 | | 2024 |
Unveiling Multi-Agent Strategies: A Data-Driven Approach for Extracting and Evaluating Team Tactics from Football Event and Freeze-frame Data C Yeung, R Bunker, K Fujii Journal of Robotics and Mechatronics, 2024 | | 2024 |
Foul prediction with estimated poses from soccer broadcast video J Fang, C Yeung, K Fujii arXiv preprint arXiv:2402.09650, 2024 | | 2024 |
An Events and 360 Data-Driven Approach for Extracting Team Tactics and Evaluating Performance in Football C Yeung, R Bunker | | 2023 |
Evaluating Soccer Match Prediction Models: A Deep Learning Approach and Feature Optimization for Gradient-Boosted Trees C Yeung, R Bunker, R Umemoto, K Fujii arXiv preprint arXiv:2309.14807, 2023 | | 2023 |
An Expected Wins Approach Using Fisher’s Exact Test to Identify the Bogey Effect in Sports: An Application to Tennis RP Bunker, C Yeung, K Fujii | | 2023 |
Machine Learning for Soccer Match Result Prediction R Bunker, C Yeung, K Fujii | | 2023 |
Forecasting Football Match Result with GAP Rating and Player Rating C Yeung IX Mathsport International 2022 Proceedings, 112-118, 2022 | | 2022 |