Rory P. Bunker

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Evaluating soccer match prediction models: a deep learning approach and feature optimization for gradient-boosted trees.
Mach. Learn.
Calvin Yeung, Rory P. Bunker, Rikuhei Umemoto, Keisuke Fujii
2024 J jnl
Machine Learning for Soccer Match Result Prediction.
CoRR
Rory P. Bunker, Calvin Yeung, Keisuke Fujii
2024 — conf
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos.
CVPR Workshops
Atom Scott, Ikuma Uchida, Ning Ding, Rikuhei Umemoto, Rory P. Bunker, Ren Kobayashi, Takeshi Koyama, Masaki Onishi, Yoshinari Kameda, Keisuke Fujii
2024 J jnl
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos.
CoRR
Atom Scott, Ikuma Uchida, Ning Ding, Rikuhei Umemoto, Rory P. Bunker, Ren Kobayashi, Takeshi Koyama, Masaki Onishi, Yoshinari Kameda, Keisuke Fujii
2024 J jnl
Unveiling Multi-Agent Strategies: A Data-Driven Approach for Extracting and Evaluating Team Tactics from Football Event and Freeze-Frame Data.
J. Robotics Mechatronics
Calvin Yeung, Rory P. Bunker, Keisuke Fujii
2023 J jnl
Evaluating Soccer Match Prediction Models: A Deep Learning Approach and Feature Optimization for Gradient-Boosted Trees.
CoRR
Calvin Yeung, Rory P. Bunker, Rikuhei Umemoto, Keisuke Fujii
2023 J jnl
Multi-Agent Deep-Learning Based Comparative Analysis of Team Sport Trajectories.
IEEE Access
Zhang Ziyi, Rory P. Bunker, Kazuya Takeda, Keisuke Fujii
2023 J jnl
Multi-agent statistical discriminative sub-trajectory mining and an application to NBA basketball.
CoRR
Rory P. Bunker, Vo Nguyen Le Duy, Yasuo Tabei, Ichiro Takeuchi, Keisuke Fujii
2022 J jnl
The Application of Machine Learning Techniques for Predicting Match Results in Team Sport: A Review.
J. Artif. Intell. Res.
Rory P. Bunker, Teo Susnjak
2020 J jnl
Performance Indicators Contributing To Success At The Group And Play-Off Stages Of The 2019 Rugby World Cup.
CoRR
Rory P. Bunker, Kirsten Spencer
2020 J jnl
Supervised sequential pattern mining of event sequences in sport to identify important patterns of play: an application to rugby union.
CoRR
Rory P. Bunker, Keisuke Fujii, Hiroyuki Hanada, Ichiro Takeuchi
2019 J jnl
The Application of Machine Learning Techniques for Predicting Results in Team Sport: A Review.
CoRR
Rory P. Bunker, Teo Susnjak
2016 J jnl
Improving a Credit Scoring Model by Incorporating Bank Statement Derived Features.
CoRR
Rory P. Bunker, WenJun Zhang, Muhammad Asif Naeem