Actions Speak Louder Than Goals: Valuing Player Actions in Soccer

18 February 2018

Papers citing "Actions Speak Louder Than Goals: Valuing Player Actions in Soccer"

50 / 68 papers shown

Title
The When and How of Target Variable Transformations Loren Nuyts Jesse Davis 31 0 0 29 Apr 2025
SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene Understanding Marc Gutiérrez-Pérez Antonio Agudo 43 0 0 14 Apr 2025
F $^3$ Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos Zhaoyu Liu Kan Jiang Murong Ma Zhe Hou Yun Lin Jin Song Dong 39 0 0 11 Apr 2025
Action Valuation in Sports: A Survey Artur Xarles Sergio Escalera T. Moeslund Albert Clapés 38 0 0 08 Apr 2025
Automated Explanation of Machine Learning Models of Footballing Actions in Words Pegah Rahimian Jernej Flisar David Sumpter 38 0 0 01 Apr 2025
TrackID3x3: A Dataset and Algorithm for Multi-Player Tracking with Identification and Pose Estimation in 3x3 Basketball Full-court Videos Kazuhiro Yamada Li Yin Qingrui Hu Ning Ding Shunsuke Iwashita Jun Ichikawa Kiwamu Kotani Calvin Yeung Keisuke Fujii 50 0 0 24 Mar 2025
Unveiling Hidden Pivotal Players with GoalNet: A GNN-Based Soccer Player Evaluation System Jacky Hao Jiang Jerry Cai Anastasios Kyrillidis 68 0 0 12 Mar 2025
TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports Guillem Capellera Luis Ferraz Antonio Rubio Antonio Agudo Francesc Moreno-Noguer 40 3 0 23 Oct 2024
A Foundation Model for Soccer Ethan Baron Daniel Hocevar Zach Salehe ViT 40 2 0 18 Jul 2024
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos Atom Scott Ikuma Uchida Ning Ding Rikuhei Umemoto Rory Bunker Ren Kobayashi Takeshi Koyama Masaki Onishi Yoshinari Kameda Keisuke Fujii 43 5 0 22 Apr 2024
Machine Learning for Soccer Match Result Prediction Rory Bunker Calvin Yeung Keisuke Fujii 21 2 0 12 Mar 2024
Foul prediction with estimated poses from soccer broadcast video Jiale Fang Calvin Yeung Keisuke Fujii 3DH 15 3 0 15 Feb 2024
Understanding team collapse via probabilistic graphical models Iasonas Nikolaou Konstantinos Pelechrinis Evimaria Terzi 18 0 0 14 Feb 2024
Forecasting Events in Soccer Matches Through Language Tiago Mendes-Neves Luís Meireles João Mendes-Moreira 26 5 0 09 Feb 2024
Estimating Player Performance in Different Contexts Using Fine-tuned Large Events Models Tiago Mendes-Neves Luís Meireles João Mendes-Moreira 26 1 0 09 Feb 2024
Performance Insights-based AI-driven Football Transfer Fee Prediction Daniil Sulimov 16 0 0 30 Jan 2024
Investigating Fouling Efficiency in Football Using Expected Booking (xB) Model Adnan Azmat Su Su Yi 19 0 0 16 Jan 2024
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Yizhou Wang YiXuan Wu Shixiang Tang Weizhen He Xun Guo ... Lei Bai Rui Zhao Jian Wu Tong He Wanli Ouyang VLM 50 14 0 04 Dec 2023
Evaluating Soccer Match Prediction Models: A Deep Learning Approach and Feature Optimization for Gradient-Boosted Trees Calvin Yeung Rory Bunker Rikuhei Umemoto Keisuke Fujii 25 5 0 26 Sep 2023
Graph Encoding and Neural Network Approaches for Volleyball Analytics: From Game Outcome to Individual Play Predictions Rhys Tracy H. Xia Alex Rasla Yuanchun Wang Ambuj K. Singh 26 2 0 22 Aug 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 Calvin Yeung Keisuke Fujii 16 9 0 27 Jul 2023
CAMP: A Context-Aware Cricket Players Performance Metric Muhammad Sohaib Ayub Naimat Ullah Sarwan Ali I. Khan M. M. Awais Muhammad Asad Khan S. Faizullah 13 0 0 14 Jul 2023
$Generalized Action-based Ball Recovery Model using 360$^\circ$ data$ Generalized Action-based Ball Recovery Model using 360 $^\circ$ data Ricardo Furbino Marques do Nascimento Hugo M. R. Rios-Neto 11 0 0 09 Jul 2023
Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset Wei-Yao Wang Wei-Wei Du Wenjie Peng Tsì-Uí İk 38 4 0 27 Jun 2023
Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM Hyunsung Kim Han-Jun Choi Chang Jo Kim Jinsung Yoon Sang-Ki Ko 27 7 0 14 Jun 2023
ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis Wei-Yao Wang Yung-Chang Huang Tsì-Uí İk Wenjie Peng 38 11 0 08 Jun 2023
Action valuation of on- and off-ball soccer players based on multi-agent deep reinforcement learning Hiroshi Nakahara Kazushi Tsutsui K. Takeda Keisuke Fujii OffRL 46 9 0 29 May 2023
VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views Jan Held A. Cioppa Silvio Giancola Abdullah Hamdi Guohao Li Marc Van Droogenbroeck 29 29 0 10 Apr 2023
Towards Active Learning for Action Spotting in Association Football Videos Silvio Giancola A. Cioppa Julia Georgieva Johsan Billingham A. Serner Kerry Peek Guohao Li Marc Van Droogenbroeck 31 12 0 09 Apr 2023
Deep Generative Multi-Agent Imitation Model as a Computational Benchmark for Evaluating Human Performance in Complex Interactive Tasks: A Case Study in Football Chaoyi Gu V. D. Silva 17 1 0 23 Mar 2023
Transformer-Based Neural Marked Spatio Temporal Point Process Model for Football Match Events Analysis Calvin Yeung Tony Sit Keisuke Fujii AI4TS 40 14 0 18 Feb 2023
A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer) James Henry Hewitt Oktay Karakus 19 14 0 19 Jan 2023
Location analysis of players in UEFA EURO 2020 and 2022 using generalized valuation of defense by estimating probabilities Rikuhei Umemoto Kazushi Tsutsui Keisuke Fujii 31 6 0 30 Nov 2022
VREN: Volleyball Rally Dataset with Expression Notation Language H. Xia Rhys Tracy Yun Zhao Erwan Fraisse Yuanchun Wang Linda R. Petzold 24 7 0 28 Sep 2022
ESTA: An Esports Trajectory and Action Dataset Peter Xenopoulos Claudio Silva AI4TS 41 8 0 20 Sep 2022
Valuing Players Over Time Tiago Mendes-Neves Luís Meireles João Mendes-Moreira AI4TS 21 0 0 08 Sep 2022
Graph Neural Networks to Predict Sports Outcomes Peter Xenopoulos Claudio Silva 30 6 0 28 Jul 2022
Estimating counterfactual treatment outcomes over time in complex multiagent scenarios Keisuke Fujii Koh Takeuchi Atsushi Kuribayashi Naoya Takeishi Yoshinobu Kawahara K. Takeda CML 43 14 0 04 Jun 2022
Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction Masaki Teranishi Kazushi Tsutsui K. Takeda Keisuke Fujii 35 23 0 04 Jun 2022
Characterizing player's playing styles based on Player Vectors for each playing position in the Chinese Football Super League Yuesen Li Shouxin Zong Yanfei Shen Zhiqiang Pu M. Gómez Yixiong Cui 9 8 0 05 May 2022
A Multi-stage deep architecture for summary generation of soccer videos Melissa Sanabria F. Precioso Pierre-Alexandre Mattei Thomas Menguy 28 6 0 02 May 2022
Automatic event detection in football using tracking data F. Vidal-Codina Nicolas Evans Bahaeddine El Fakir Johsan Billingham 29 23 0 01 Feb 2022
ShuttleNet: Position-aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton Wei-Yao Wang Hong-Han Shuai Kai-Shiang Chang Wen-Chih Peng 36 43 0 02 Dec 2021
How does AI play football? An analysis of RL and real-world football strategies Atom Scott Keisuke Fujii Masaki Onishi 75 13 0 24 Nov 2021
Optimal Team Economic Decisions in Counter-Strike Peter Xenopoulos B. Coelho Claudio Silva 12 6 0 20 Sep 2021
Towards optimized actions in critical situations of soccer games with deep reinforcement learning Pegah Rahimian Afshin Oroojlooy László Toka 20 5 0 14 Sep 2021
Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches Wei-Yao Wang Teng-Fong Chan Hui-Kuo Yang Chih-Chuan Wang Yao-Chung Fan Wen-Chih Peng 43 20 0 14 Sep 2021
6MapNet: Representing soccer players from tracking data by a triplet network Hyunsung Kim Jihun Kim Don-Uk Chung Jonghyung Lee Jinsung Yoon Sang-Ki Ko 3DPC 13 4 0 10 Sep 2021
A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games Henrik Biermann Jonas Theiner Manuel Bassek Dominik Raabe D. Memmert Ralph Ewerth 24 11 0 25 Aug 2021
Coach2vec: autoencoding the playing style of soccer coaches Paolo Cintia Luca Pappalardo 10 5 0 29 Jun 2021