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"year": 2026, "first_author": "Julius Broermann", "pdf_url": "https://arxiv.org/pdf/2608.12926v1" }, { "file": "2608.02081.pdf", "title": "Isotonic Bradley-Terry Model for Paired Comparison Data", "year": 2026, "first_author": "Ryoya Yamasaki", "pdf_url": "https://arxiv.org/pdf/2608.02081v1" }, { "file": "2604.21087.pdf", "title": "Model quality in football: Quantifying the quality of an Expected Threat model", "year": 2026, "first_author": "Koen van Arem", "pdf_url": "https://arxiv.org/pdf/2604.21087v4" }, { "file": "2604.23392.pdf", "title": "SoccerRef-Agents: Multi-Agent System for Automated Soccer Refereeing", "year": 2026, "first_author": "Zi Meng", "pdf_url": "https://arxiv.org/pdf/2604.23392v1" }, { "file": "2602.23233.pdf", "title": "The Counterfactual Combine: A Causal Framework for Player Evaluation", "year": 2026, "first_author": "Herbert P. 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data-driven performance evaluation and player ranking in soccer via a machine learning approach", "year": 2018, "first_author": "Luca Pappalardo", "pdf_url": "https://arxiv.org/pdf/1802.04987v3" }, { "file": "1810.07550.pdf", "title": "The Newton Scheme for Deep Learning", "year": 2018, "first_author": "Junqing Qiu", "pdf_url": "https://arxiv.org/pdf/1810.07550v1" }, { "file": "1706.02447.pdf", "title": "Luck is Hard to Beat: The Difficulty of Sports Prediction", "year": 2017, "first_author": "Raquel YS Aoki", "pdf_url": "https://arxiv.org/pdf/1706.02447v1" }, { "file": "1702.05662.pdf", "title": "Spatial modeling of shot conversion in soccer to single out goalscoring ability", "year": 2017, "first_author": "Soudeep Deb", "pdf_url": "https://arxiv.org/pdf/1702.05662v4" }, { "file": "1608.03532.pdf", "title": "QPass: a Merit-based Evaluation of Soccer Passes", "year": 2016, "first_author": "Laszlo Gyarmati", "pdf_url": "https://arxiv.org/pdf/1608.03532v1" }, { "file": "1609.01176.pdf", "title": "The Player Kernel: Learning Team Strengths Based on Implicit Player Contributions", "year": 2016, "first_author": "Lucas Maystre", "pdf_url": "https://arxiv.org/pdf/1609.01176v1" }, { "file": "1211.3578.pdf", "title": "Chiral Perturbation Theory and the $\\bar B \\bar B$ Strong Interaction", "year": 2012, "first_author": "Zhan-Wei Liu", "pdf_url": "https://arxiv.org/pdf/1211.3578v2" }, { "file": "1207.6430.pdf", "title": "Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs", "year": 2012, "first_author": "Braxton Osting", "pdf_url": "https://arxiv.org/pdf/1207.6430v2" }, { "file": "2302.03426.pdf", "title": "Impact of velocity and impact angle on football shot accuracy during fundamental trainings", "year": "2023", "first_author": "Sahinler", "pdf_url": "https://arxiv.org/pdf/2302.03426v1" }, { "file": "2509.20083.pdf", "title": "Rethinking player evaluation in sports: Goals above expectation and beyond", "year": "2025", "first_author": "Bajons", 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"first_author": "Pereira", "pdf_url": "https://arxiv.org/pdf/2102.11182v4" }, { "file": "2609.05756.pdf", "title": "Concord: A Video Relational Algebra for Cross-Modal Query Optimization", "year": "2026", "first_author": "Muratbek", "pdf_url": "https://arxiv.org/pdf/2609.05756v1" }, { "file": "2511.09455.pdf", "title": "Hand Held Multi-Object Tracking Dataset in American Football", "year": "2025", "first_author": "Otsubo", "pdf_url": "https://arxiv.org/pdf/2511.09455v1" }, { "file": "2503.08945.pdf", "title": "PassAI: explainable artificial intelligence algorithm for soccer pass analysis using multimodal information resources", "year": "2025", "first_author": "Takamido", "pdf_url": "https://arxiv.org/pdf/2503.08945v1" }, { "file": "1704.00583.pdf", "title": "A PageRank Model for Player Performance Assessment in Basketball, Soccer and Hockey", "year": "2017", "first_author": "Brown", "pdf_url": "https://arxiv.org/pdf/1704.00583v1" } ] }, { "topic": "possession analysis", "count": 56, 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Bond", "pdf_url": "https://arxiv.org/pdf/2104.10125v1" }, { "file": "2106.15444.pdf", "title": "Coach2vec: autoencoding the playing style of soccer coaches", "year": 2021, "first_author": "Paolo Cintia", "pdf_url": "https://arxiv.org/pdf/2106.15444v1" }, { "file": "2109.06625.pdf", "title": "Towards optimized actions in critical situations of soccer games with deep reinforcement learning", "year": 2021, "first_author": "Pegah Rahimian", "pdf_url": "https://arxiv.org/pdf/2109.06625v1" }, { "file": "2011.09426.pdf", "title": "A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions", "year": 2020, "first_author": "Javier Fernandez", "pdf_url": "https://arxiv.org/pdf/2011.09426v1" }, { "file": "1910.00412.pdf", "title": "\"Does 4-4-2 exist?\" -- An Analytics Approach to Understand and Classify Football Team Formations in Single Match Situations", "year": 2019, "first_author": "Eric M\u00fcller-Budack", "pdf_url": "https://arxiv.org/pdf/1910.00412v1" }, { "file": "1608.03532.pdf", "title": "QPass: a Merit-based Evaluation of Soccer Passes", "year": 2016, "first_author": "Laszlo Gyarmati", "pdf_url": "https://arxiv.org/pdf/1608.03532v1" }, { "file": "1508.02171.pdf", "title": "Automatic Extraction of the Passing Strategies of Soccer Teams", "year": 2015, "first_author": "Laszlo Gyarmati", "pdf_url": "https://arxiv.org/pdf/1508.02171v1" }, { "file": "1403.7993.pdf", "title": "A Markovian model for association football possession and its outcomes", "year": 2014, "first_author": "Javier L\u00f3pez Pe\u00f1a", "pdf_url": "https://arxiv.org/pdf/1403.7993v1" }, { "file": "1305.6568.pdf", "title": "Reinforcement Learning for the Soccer Dribbling Task", "year": 2013, "first_author": "Arthur Carvalho", "pdf_url": "https://arxiv.org/pdf/1305.6568v1" }, { "file": "2506.22503.pdf", "title": "What Makes a Dribble Successful? Insights From 3D Pose Tracking Data", "year": "2025", "first_author": "Schepers", "pdf_url": "https://arxiv.org/pdf/2506.22503v1" }, { "file": "2601.00421.pdf", "title": "Can Semantic Methods Enhance Team Sports Tactics? A Methodology for Football with Broader Applications", "year": "2026", "first_author": "Rubbo", "pdf_url": "https://arxiv.org/pdf/2601.00421v2" }, { "file": "2507.22782.pdf", "title": "Enhancing Multi-Agent Collaboration with Attention-Based Actor-Critic Policies", "year": "2025", "first_author": "Belinchon", "pdf_url": "https://arxiv.org/pdf/2507.22782v3" }, { "file": "2606.11120.pdf", "title": "Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football", "year": "2026", "first_author": "Kang", "pdf_url": "https://arxiv.org/pdf/2606.11120v1" }, { "file": "2512.10355.pdf", "title": "Better Prevent than Tackle: Valuing Defense in Soccer Based on Graph Neural Networks", "year": "2025", "first_author": "Kim", "pdf_url": "https://arxiv.org/pdf/2512.10355v1" }, { "file": "2512.03166.pdf", "title": "Multi-Agent Reinforcement Learning and Real-Time Decision-Making in Robotic Soccer for Virtual Environments", "year": "2025", "first_author": "Taourirte", "pdf_url": "https://arxiv.org/pdf/2512.03166v1" }, { "file": "2401.16235.pdf", "title": "Player Pressure Map -- A Novel Representation of Pressure in Soccer for Evaluating Player Performance in Different Game Contexts", "year": "2024", "first_author": "Gu", "pdf_url": "https://arxiv.org/pdf/2401.16235v2" }, { "file": "2312.14360.pdf", "title": "Designing a skilled soccer team for RoboCup: exploring skill-set-primitives through reinforcement learning", "year": "2023", "first_author": "Abreu", "pdf_url": "https://arxiv.org/pdf/2312.14360v2" }, { "file": "2606.09452.pdf", "title": "Quantifying defensive pressure on the ball carrier in soccer based on minimum arrival time", "year": "2026", "first_author": "Narizuka", "pdf_url": "https://arxiv.org/pdf/2606.09452v2" }, { "file": "2505.12679.pdf", "title": "Dribble Master: Learning Agile Humanoid Dribbling through Legged Locomotion", "year": "2025", "first_author": "Wang", "pdf_url": "https://arxiv.org/pdf/2505.12679v3" }, { "file": "2505.14711.pdf", "title": "Space evaluation at the starting point of soccer transitions", "year": "2025", "first_author": "Ogawa", "pdf_url": "https://arxiv.org/pdf/2505.14711v1" }, { "file": "2004.07209.pdf", "title": "Using Player's Body-Orientation to Model Pass Feasibility in Soccer", "year": "2020", "first_author": "Arbu\u00e9s-Sang\u00fcesa", "pdf_url": "https://arxiv.org/pdf/2004.07209v1" }, { "file": "2607.12702.pdf", "title": "Vision-Based Dribbling for Humanoid Soccer via Privileged Representation Learning", "year": "2026", "first_author": "Maiorana", "pdf_url": "https://arxiv.org/pdf/2607.12702v1" }, { "file": "2512.22596.pdf", "title": "Evaluating Soccer Player Movements Using the Attacker-Defender Model", "year": "2025", "first_author": "Narizuka", "pdf_url": "https://arxiv.org/pdf/2512.22596v3" }, { "file": "2005.04020.pdf", "title": "Modeling ball possession dynamics in the game of football", "year": "2020", "first_author": "Chacoma", "pdf_url": "https://arxiv.org/pdf/2005.04020v2" } ] }, { "topic": "player tracking", "count": 49, "papers": [ { "file": "2601.00748.pdf", "title": "A Machine Learning Framework for Off Ball Defensive Role and Performance Evaluation in Football", "year": 2026, "first_author": "Sean Groom", "pdf_url": "https://arxiv.org/pdf/2601.00748v1" }, { "file": "2608.11203.pdf", "title": "Capturing Uncertainty in Human Motion for Representation Learning in Soccer", "year": 2026, "first_author": "Yizhou Xu", "pdf_url": "https://arxiv.org/pdf/2608.11203v1" }, { "file": "2602.12080.pdf", "title": "PathCRF: Ball-Free Soccer Event Detection via Possession Path Inference from Player Trajectories", "year": 2026, "first_author": "Hyunsung Kim", "pdf_url": "https://arxiv.org/pdf/2602.12080v2" }, { "file": "2504.16572.pdf", "title": "Bridging Data Gaps and Building Knowledge Networks in Indian Football Analytics", "year": 2025, "first_author": "Sneha Nanavati", "pdf_url": "https://arxiv.org/pdf/2504.16572v1" }, { "file": "2508.19477.pdf", "title": "Concurrent validity of computer-vision artificial intelligence player tracking software using broadcast footage", "year": 2025, "first_author": "Zachary L. Crang", "pdf_url": "https://arxiv.org/pdf/2508.19477v1" }, { "file": "2511.16183.pdf", "title": "FOOTPASS: A Multi-Modal Multi-Agent Tactical Context Dataset for Play-by-Play Action Spotting in Soccer Broadcast Videos", "year": 2025, "first_author": "Jeremie Ochin", "pdf_url": "https://arxiv.org/pdf/2511.16183v1" }, { "file": "2511.12606.pdf", "title": "Pixels or Positions? Benchmarking Modalities in Group Activity Recognition", "year": 2025, "first_author": "Drishya Karki", "pdf_url": "https://arxiv.org/pdf/2511.12606v3" }, { "file": "2502.03342.pdf", "title": "Statistical analysis of team formation and player roles in football", "year": 2025, "first_author": "Ali Baouan", "pdf_url": "https://arxiv.org/pdf/2502.03342v1" }, { "file": "2512.08467.pdf", "title": "Team-Aware Football Player Tracking with SAM: An Appearance-Based Approach to Occlusion Recovery", "year": 2025, "first_author": "Chamath Ranasinghe", "pdf_url": "https://arxiv.org/pdf/2512.08467v1" }, { "file": "2410.07401.pdf", "title": "Enhancing Soccer Camera Calibration Through Keypoint Exploitation", "year": 2024, "first_author": "Nikolay S. Falaleev", "pdf_url": "https://arxiv.org/pdf/2410.07401v1" }, { "file": "2402.00163.pdf", "title": "Improving Object Detection Quality in Football Through Super-Resolution Techniques", "year": 2024, "first_author": "Karolina Seweryn", "pdf_url": "https://arxiv.org/pdf/2402.00163v1" }, { "file": "2405.02425.pdf", "title": "Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning", "year": 2024, "first_author": "Dhruva Tirumala", "pdf_url": "https://arxiv.org/pdf/2405.02425v1" }, { "file": "2406.08749.pdf", "title": "Mathematical models for off-ball scoring prediction in basketball", "year": 2024, "first_author": "Rikako Kono", "pdf_url": "https://arxiv.org/pdf/2406.08749v2" }, { "file": "2311.14642.pdf", "title": "Continuous football player tracking from discrete broadcast data", "year": 2023, "first_author": "Matthew J. Penn", "pdf_url": "https://arxiv.org/pdf/2311.14642v1" }, { "file": "2309.06285.pdf", "title": "Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos", "year": 2023, "first_author": "Bavesh Balaji", "pdf_url": "https://arxiv.org/pdf/2309.06285v1" }, { "file": "2209.13154.pdf", "title": "Observation Centric and Central Distance Recovery on Sports Player Tracking", "year": 2022, "first_author": "Hsiang-Wei Huang", "pdf_url": "https://arxiv.org/pdf/2209.13154v1" }, { "file": "2204.06918.pdf", "title": "SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos", "year": 2022, "first_author": "Anthony Cioppa", "pdf_url": "https://arxiv.org/pdf/2204.06918v2" }, { "file": "2101.05388.pdf", "title": "Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning", "year": 2021, "first_author": "Paul Garnier", "pdf_url": "https://arxiv.org/pdf/2101.05388v1" }, { "file": "2105.10700.pdf", "title": "Soccer Player Tracking in Low Quality Video", "year": 2021, "first_author": "Eloi Martins", "pdf_url": "https://arxiv.org/pdf/2105.10700v1" }, { "file": "1603.05583.pdf", "title": "Analyzing In-Game Movements of Soccer Players at Scale", "year": 2016, "first_author": "Laszlo Gyarmati", "pdf_url": "https://arxiv.org/pdf/1603.05583v1" }, { "file": "2001.07692.pdf", "title": "Estimating locomotor demands during team play from broadcast-derived tracking data", "year": "2020", "first_author": "Mortensen", "pdf_url": "https://arxiv.org/pdf/2001.07692v1" }, { "file": "2109.04720.pdf", "title": "6MapNet: Representing soccer players from tracking data by a triplet network", "year": "2021", "first_author": "Kim", "pdf_url": "https://arxiv.org/pdf/2109.04720v1" }, { "file": "2205.04511.pdf", "title": "Validation of a motion model for soccer players' sprint by means of tracking data", "year": "2022", "first_author": "Narizuka", "pdf_url": "https://arxiv.org/pdf/2205.04511v3" }, { "file": "2211.00374.pdf", "title": "What drives a goalkeepers' decisions?", "year": "2022", "first_author": "Fatayri", "pdf_url": "https://arxiv.org/pdf/2211.00374v1" }, { "file": "2506.22503.pdf", "title": "What Makes a Dribble Successful? 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in Soccer", "year": "2025", "first_author": "Umemoto", "pdf_url": "https://arxiv.org/pdf/2505.16199v1" }, { "file": "2606.09452.pdf", "title": "Quantifying defensive pressure on the ball carrier in soccer based on minimum arrival time", "year": "2026", "first_author": "Narizuka", "pdf_url": "https://arxiv.org/pdf/2606.09452v2" }, { "file": "2310.18247.pdf", "title": "Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning", "year": "2023", "first_author": "Corrado", "pdf_url": "https://arxiv.org/pdf/2310.18247v3" }, { "file": "2212.06504.pdf", "title": "Accelerated structured matrix factorization", "year": "2022", "first_author": "Schiavon", "pdf_url": "https://arxiv.org/pdf/2212.06504v1" }, { "file": "2508.09238.pdf", "title": "ELASTIC: Event-Tracking Data Synchronization in Soccer Without Annotated Event Locations", "year": "2025", "first_author": "Kim", "pdf_url": "https://arxiv.org/pdf/2508.09238v1" }, { "file": "2401.09942.pdf", "title": "Multi-task 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"1408.4225.pdf", "title": "Analytic Model of Variable Characteristic of Coefficient of Restitution and Its Application to Soccer Ball Trajectory Planning", "year": "2014", "first_author": "Ryu", "pdf_url": "https://arxiv.org/pdf/1408.4225v1" }, { "file": "2609.15541.pdf", "title": "The life and death of football team runs: survival of collective modes shapes L\u00e9vy-like transport", "year": "2026", "first_author": "S\u00e1nchez", "pdf_url": "https://arxiv.org/pdf/2609.15541v1" } ] }, { "topic": "expected goals (xG)", "count": 45, "papers": [ { "file": "2609.06610.pdf", "title": "A Statistical and Machine Learning Framework for Quantifying Offensive Impact in Professional Box Lacrosse", "year": 2026, "first_author": "Robert Jimerson", "pdf_url": "https://arxiv.org/pdf/2609.06610v1" }, { "file": "2605.16066.pdf", "title": "A market-calibrated accelerated failure time model for in-play football forecasting", "year": 2026, "first_author": "Lawrence Clegg", "pdf_url": 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A Pilot Study on Screen-Only Navigation in Commercial 3D ARPGs", "year": 2026, "first_author": "Kaijie Xu", "pdf_url": "https://arxiv.org/pdf/2602.18981v1" }, { "file": "2602.15673.pdf", "title": "Leicester's Tale: Another Perspective on the EPL 2015/16 Through Expected Goals (xG) Modelling", "year": 2026, "first_author": "Sheikh Badar Ud Din Tahir", "pdf_url": "https://arxiv.org/pdf/2602.15673v1" }, { "file": "2608.09887.pdf", "title": "Space-Creating versus Dead Possession: An Off-Ball Possession-Quality Index for Broadcast Football", "year": 2026, "first_author": "Seongjin Choi", "pdf_url": "https://arxiv.org/pdf/2608.09887v1" }, { "file": "2610.05961.pdf", "title": "Strategic Multi-Agent Learning for Interpretable Action Valuation of All Players in Football", "year": 2026, "first_author": "Kenjiro Ide", "pdf_url": "https://arxiv.org/pdf/2610.05961v1" }, { "file": "2606.17056.pdf", "title": "The Value Axis: Language Models Encode Whether They're on the Right Track", "year": 2026, "first_author": "Nick Jiang", "pdf_url": "https://arxiv.org/pdf/2606.17056v1" }, { "file": "2601.19479.pdf", "title": "Time-to-Injury Forecasting in Elite Female Football: A DeepHit Survival Approach", "year": 2026, "first_author": "Victoria Catterall", "pdf_url": "https://arxiv.org/pdf/2601.19479v1" }, { "file": "2608.03528.pdf", "title": "Tired Actor: Fatigue-Informed Character Control", "year": 2026, "first_author": "Shengyuan Zhang", "pdf_url": "https://arxiv.org/pdf/2608.03528v1" }, { "file": "2606.10568.pdf", "title": "VeriSpace: Spatially Grounded Action Verification for Vision-Language-Action Models", "year": 2026, "first_author": "Guiyu Zhao", "pdf_url": "https://arxiv.org/pdf/2606.10568v1" }, { "file": "2609.03790.pdf", "title": "When Minute-Resolution Monitoring Meets Session-Level Injury Labels: Landmark-Based Discrimination in Elite Women's Football", "year": 2026, "first_author": "Evangelos Chatzidimitriou", "pdf_url": "https://arxiv.org/pdf/2609.03790v2" }, { "file": "2504.13286.pdf", "title": "A Model Predictive Control Approach for Quadrotor Cruise Control", "year": 2025, "first_author": "Zekai Chen", "pdf_url": "https://arxiv.org/pdf/2504.13286v1" }, { "file": "2511.00121.pdf", "title": "Analysis of Line Break prediction models for detecting defensive breakthrough in football", "year": 2025, "first_author": "Shoma Yagi", "pdf_url": "https://arxiv.org/pdf/2511.00121v1" }, { "file": "2504.00767.pdf", "title": "Automated Explanation of Machine Learning Models of Footballing Actions in Words", "year": 2025, "first_author": "Pegah Rahimian", "pdf_url": "https://arxiv.org/pdf/2504.00767v1" }, { "file": "2512.00203.pdf", "title": "Beyond Expected Goals: A Probabilistic Framework for Shot Occurrences in Soccer", "year": 2025, "first_author": "Jonathan Pipping-Gam\u00f3n", "pdf_url": "https://arxiv.org/pdf/2512.00203v2" }, { "file": "2503.02180.pdf", "title": "Discrete Differential Evolution Particle Swarm Optimization Algorithm for Energy Saving Flexible Job Shop Scheduling Problem Considering Machine Multi States", "year": 2025, "first_author": "Da Wang", "pdf_url": "https://arxiv.org/pdf/2503.02180v1" }, { "file": "2511.07703.pdf", "title": "Expected by Whom? 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Ivancevic", "pdf_url": "https://arxiv.org/pdf/0807.1759v5" }, { "file": "2509.20083.pdf", "title": "Rethinking player evaluation in sports: Goals above expectation and beyond", "year": "2025", "first_author": "Bajons", "pdf_url": "https://arxiv.org/pdf/2509.20083v2" }, { "file": "2604.14534.pdf", "title": "An unsupervised decision-support framework for multivariate biomarker analysis in athlete monitoring", "year": "2026", "first_author": "Rosito", "pdf_url": "https://arxiv.org/pdf/2604.14534v1" } ] }, { "topic": "counterfactual analysis", "count": 20, "papers": [ { "file": "2601.00748.pdf", "title": "A Machine Learning Framework for Off Ball Defensive Role and Performance Evaluation in Football", "year": 2026, "first_author": "Sean Groom", "pdf_url": "https://arxiv.org/pdf/2601.00748v1" }, { "file": "2609.06610.pdf", "title": "A Statistical and Machine Learning Framework for Quantifying Offensive Impact in Professional Box Lacrosse", "year": 2026, "first_author": "Robert Jimerson", "pdf_url": "https://arxiv.org/pdf/2609.06610v1" }, { "file": "2605.10796.pdf", "title": "Interpretable Machine Learning for Football Performance Analysis: Evidence of Limited Transferability from Elite Leagues to University Competition", "year": 2026, "first_author": "Yu-Fang Tsai", "pdf_url": "https://arxiv.org/pdf/2605.10796v1" }, { "file": "2606.06353.pdf", "title": "Maximising the Set-Piece Return: Optimising Football Corner Tactics with Graph Reinforcement Learning", "year": 2026, "first_author": "Sean Groom", "pdf_url": "https://arxiv.org/pdf/2606.06353v1" }, { "file": "2603.15212.pdf", "title": "Modeling Matches as Language: A Generative Transformer Approach for Counterfactual Player Valuation in Football", "year": 2026, "first_author": "Miru Hong", "pdf_url": "https://arxiv.org/pdf/2603.15212v2" }, { "file": "2602.23233.pdf", "title": "The Counterfactual Combine: A Causal Framework for Player Evaluation", "year": 2026, "first_author": "Herbert P. 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Yeung", "pdf_url": "https://arxiv.org/pdf/2307.14732v1" }, { "file": "2102.07545.pdf", "title": "Data-driven Analysis for Understanding Team Sports Behaviors", "year": 2021, "first_author": "Keisuke Fujii", "pdf_url": "https://arxiv.org/pdf/2102.07545v2" }, { "file": "2104.03252.pdf", "title": "Leaving Goals on the Pitch: Evaluating Decision Making in Soccer", "year": 2021, "first_author": "Maaike Van Roy", "pdf_url": "https://arxiv.org/pdf/2104.03252v2" }, { "file": "2011.09192.pdf", "title": "Game Plan: What AI can do for Football, and What Football can do for AI", "year": 2020, "first_author": "Karl Tuyls", "pdf_url": "https://arxiv.org/pdf/2011.09192v1" }, { "file": "2012.14949.pdf", "title": "Estimating the change in soccer's home advantage during the Covid-19 pandemic using bivariate Poisson regression", "year": "2020", "first_author": "Benz", "pdf_url": "https://arxiv.org/pdf/2012.14949v2" }, { "file": "2604.11786.pdf", "title": "GenTac: Generative Modeling and Forecasting of Soccer Tactics", "year": "2026", "first_author": "Rao", "pdf_url": "https://arxiv.org/pdf/2604.11786v1" }, { "file": "2606.11120.pdf", "title": "Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football", "year": "2026", "first_author": "Kang", "pdf_url": "https://arxiv.org/pdf/2606.11120v1" }, { "file": "2508.17611.pdf", "title": "Evaluating Movement Initiation Timing in Ultimate Frisbee via Temporal Counterfactuals", "year": "2025", "first_author": "Iwashita", "pdf_url": "https://arxiv.org/pdf/2508.17611v1" }, { "file": "2308.08610.pdf", "title": "FootGPT : A Large Language Model Development Experiment on a Minimal Setting", "year": "2023", "first_author": "Unlu", "pdf_url": "https://arxiv.org/pdf/2308.08610v1" }, { "file": "2205.07193.pdf", "title": "How Much Does Home Field Advantage Matter in Soccer Games? 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Part Appearences", "year": "2023", "first_author": "Bhosale", "pdf_url": "https://arxiv.org/pdf/2310.14469v1" } ] }, { "topic": "network science / graph analysis", "count": 9, "papers": [ { "file": "2503.09737.pdf", "title": "Unveiling Hidden Pivotal Players with GoalNet: A GNN-Based Soccer Player Evaluation System", "year": 2025, "first_author": "Jacky Hao Jiang", "pdf_url": "https://arxiv.org/pdf/2503.09737v1" }, { "file": "2408.07927.pdf", "title": "Motif analysis and passing behavior in football passing networks", "year": 2024, "first_author": "Ming-Xia Li", "pdf_url": "https://arxiv.org/pdf/2408.07927v1" }, { "file": "2409.13098.pdf", "title": "Predicting soccer matches with complex networks and machine learning", "year": 2024, "first_author": "Eduardo Alves Baratela", "pdf_url": "https://arxiv.org/pdf/2409.13098v1" }, { "file": "2108.05343.pdf", "title": "Effect of Key Match Events on Football Passmaps", "year": 2021, "first_author": "Vid Stropnik", "pdf_url": "https://arxiv.org/pdf/2108.05343v1" }, { "file": "2008.11229.pdf", "title": "Uncovering Soccer Teams Passing Strategies Using Implication Rules", "year": 2020, "first_author": "Olumide Leshi", "pdf_url": "https://arxiv.org/pdf/2008.11229v1" }, { "file": "1707.05481.pdf", "title": "A Comparative Analysis of Social Network Pages by Interests of Their Followers", "year": 2017, "first_author": "Elena Mikhalkova", "pdf_url": "https://arxiv.org/pdf/1707.05481v2" }, { "file": "1404.2885.pdf", "title": "A Networks and Machine Learning Approach to Determine the Best College Coaches of the 20th-21st Centuries", "year": 2014, "first_author": "Tian-Shun Jiang", "pdf_url": "https://arxiv.org/pdf/1404.2885v1" }, { "file": "1409.0308.pdf", "title": "Searching for a Unique Style in Soccer", "year": 2014, "first_author": "Laszlo Gyarmati", "pdf_url": "https://arxiv.org/pdf/1409.0308v1" }, { "file": "1803.01203.pdf", "title": "Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks", "year": "2018", "first_author": "Han", "pdf_url": "https://arxiv.org/pdf/1803.01203v1" } ] }, { "topic": "passing networks", "count": 8, "papers": [ { "file": "2603.11016.pdf", "title": "A model-based restricted shapley value to measure the players' contribution to shot actions in football", "year": 2026, "first_author": "Mattia Cefis", "pdf_url": "https://arxiv.org/pdf/2603.11016v3" }, { "file": "2603.28916.pdf", "title": "Structural Pass Analysis in Football: Learning Pass Archetypes and Tactical Impact from Spatio-Temporal Tracking Data", "year": 2026, "first_author": "Oktay Karaku\u015f", "pdf_url": "https://arxiv.org/pdf/2603.28916v1" }, { "file": "2401.03410.pdf", "title": "Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games", "year": 2024, "first_author": "Nader Zare", "pdf_url": "https://arxiv.org/pdf/2401.03410v1" }, { "file": "2401.03406.pdf", "title": "Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning", "year": 2024, "first_author": "Nader Zare", "pdf_url": "https://arxiv.org/pdf/2401.03406v1" }, { "file": "2408.07927.pdf", "title": "Motif analysis and passing behavior in football passing networks", "year": 2024, "first_author": "Ming-Xia Li", "pdf_url": "https://arxiv.org/pdf/2408.07927v1" }, { "file": "2409.13098.pdf", "title": "Predicting soccer matches with complex networks and machine learning", "year": 2024, "first_author": "Eduardo Alves Baratela", "pdf_url": "https://arxiv.org/pdf/2409.13098v1" }, { "file": "1409.0308.pdf", "title": "Searching for a Unique Style in Soccer", "year": 2014, "first_author": "Laszlo Gyarmati", "pdf_url": "https://arxiv.org/pdf/1409.0308v1" }, { "file": "1803.01203.pdf", "title": "Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks", "year": "2018", "first_author": "Han", "pdf_url": "https://arxiv.org/pdf/1803.01203v1" } ] }, { "topic": "re-identification", "count": 6, "papers": [ { "file": "2504.06357.pdf", "title": "From Broadcast to Minimap: Achieving State-of-the-Art SoccerNet Game State Reconstruction", "year": 2025, "first_author": "Vladimir Golovkin", "pdf_url": "https://arxiv.org/pdf/2504.06357v1" }, { "file": "2512.08467.pdf", "title": "Team-Aware Football Player Tracking with SAM: An Appearance-Based Approach to Occlusion Recovery", "year": 2025, "first_author": "Chamath Ranasinghe", "pdf_url": "https://arxiv.org/pdf/2512.08467v1" }, { "file": "2209.13154.pdf", "title": "Observation Centric and Central Distance Recovery on Sports Player Tracking", "year": 2022, "first_author": "Hsiang-Wei Huang", "pdf_url": "https://arxiv.org/pdf/2209.13154v1" }, { "file": "2401.09942.pdf", "title": "Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking", "year": "2024", "first_author": "Mansourian", "pdf_url": "https://arxiv.org/pdf/2401.09942v1" }, { "file": "2310.14469.pdf", "title": "Player Re-Identification Using Body Part Appearences", "year": "2023", "first_author": "Bhosale", "pdf_url": "https://arxiv.org/pdf/2310.14469v1" }, { "file": "2511.09455.pdf", "title": "Hand Held Multi-Object Tracking Dataset in American Football", "year": "2025", "first_author": "Otsubo", "pdf_url": "https://arxiv.org/pdf/2511.09455v1" } ] }, { "topic": "knowledge distillation", "count": 5, "papers": [ { "file": "2307.07768.pdf", "title": "SoccerKDNet: A Knowledge Distillation Framework for Action Recognition in Soccer Videos", "year": 2023, "first_author": "Sarosij Bose", "pdf_url": "https://arxiv.org/pdf/2307.07768v2" }, { "file": "2512.06571.pdf", "title": "Learning Agile Striker Skills for Humanoid Soccer Robots from Noisy Sensory Input", "year": "2025", "first_author": "Xu", "pdf_url": "https://arxiv.org/pdf/2512.06571v3" }, { "file": "2308.08610.pdf", "title": "FootGPT : A Large Language Model Development Experiment on a Minimal Setting", "year": "2023", "first_author": "Unlu", "pdf_url": "https://arxiv.org/pdf/2308.08610v1" }, { "file": "2104.09333.pdf", "title": "Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting", "year": "2021", "first_author": "Cioppa", "pdf_url": "https://arxiv.org/pdf/2104.09333v1" }, { "file": "1910.10232.pdf", "title": "Bottom-Up Meta-Policy Search", "year": "2019", "first_author": "Melo", "pdf_url": "https://arxiv.org/pdf/1910.10232v2" } ] }, { "topic": "anomaly detection", "count": 5, "papers": [ { "file": "2604.06448.pdf", "title": "From Load Tests to Live Streams: Graph Embedding-Based Anomaly Detection in Microservice Architectures", "year": 2026, "first_author": "Srinidhi Madabhushi", "pdf_url": "https://arxiv.org/pdf/2604.06448v2" }, { "file": "2602.15673.pdf", "title": "Leicester's Tale: Another Perspective on the EPL 2015/16 Through Expected Goals (xG) Modelling", "year": 2026, "first_author": "Sheikh Badar Ud Din Tahir", "pdf_url": "https://arxiv.org/pdf/2602.15673v1" }, { "file": "2410.21484.pdf", "title": "A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions", "year": 2024, "first_author": "Ren\u00e9 Manass\u00e9 Galekwa", "pdf_url": "https://arxiv.org/pdf/2410.21484v1" }, { "file": "2605.30209.pdf", "title": "Integrity at Stake: Statistical Detection of Anomalous In-Play Betting in Football", "year": "2026", "first_author": "Winkelmann", "pdf_url": "https://arxiv.org/pdf/2605.30209v2" }, { "file": "1807.00381.pdf", "title": "Model-based Exception Mining for Object-Relational Data", "year": "2018", "first_author": "Riahi", "pdf_url": "https://arxiv.org/pdf/1807.00381v1" } ] }, { "topic": "survival / time-to-event", "count": 2, "papers": [ { "file": "2601.19479.pdf", "title": "Time-to-Injury Forecasting in Elite Female Football: A DeepHit Survival Approach", "year": 2026, "first_author": "Victoria Catterall", "pdf_url": "https://arxiv.org/pdf/2601.19479v1" }, { "file": "1207.6796.pdf", "title": "Around the goal: Examining the effect of the first goal on the second goal in soccer using survival analysis methods", "year": "2012", "first_author": "Nevo", "pdf_url": "https://arxiv.org/pdf/1207.6796v1" } ] } ] }