11th MathSport International Conference

4-6 June 2025

The book of abstract is now available. You can download it on the link below:

Book of abstracts


You can also find more details about specific sessions:

Day 1 at Coque
8:00 - 8:30 Registration
8:30 - 9:00 Opening remarks
Christophe Ley (Professor of Applied Statistics - University of Luxembourg)
Stéphanie Obertin (Luxembourg Minister of research and higher education)
Georges Mischo (Luxembourg Minister of sports)
9:00 - 9:50 Keynote session: Romain Seil
Amphitheater
Data Mining Meets Sports Medicine: How Research Impacts Patient and Athlete Care
9:50 - 10:20 Coffee break
10:20 - 12:00 Sports Analytics 1 - S-TRAINING
Amphitheater
  1. Basketball Data Science: Statistical Methods for Shooting Performance Mapping
  2. Using shooting trajectories for basketball predictions
  3. Data-Driven Lineup Optimization in Wheelchair Basketball
  4. AI for Handball: predicting and explaining the 2024 Olympic Games tournament with Deep Learning and Large Language Models
  5. Forecasting In-Game Win Probabilities in Handball: Evaluating the Impact of Goalkeeper Substitution
Sports Scheduling 1
Arcades room
  1. Round-Robin Tournament Scheduling Under Total Game Attractiveness Objective
  2. Break minimization in incomplete round-robin schedules
  3. Increasing competitiveness by imbalanced groups in the FIFA World Cup
  4. The Split: Analysing Contest Design in the Scottish Premier League
  5. The myth of declining competitive balance in the UEFA Champions League group stage
LIHPS Workshop 1
11:00 - 12:00
HPTRC - Speedcourt area
In Numeris Veritas - A Data-Driven Biomechanics Approach to the Return-to-Sport Process. Am I Ready to Compete?
Max capacity: 15
Registrations: Form
12:00 - 13:10 Lunch
Coque - Gallery reception area
13:10 - 14:00 Keynote session: Paola Zuccolotto
Amphitheater
Basketball Data Science
14:00 - 15:40 Sports Analytics 2
Amphitheater
  1. Mathematical models for speed climbing applied to data collected on competitors in recent World Cup events
  2. A dynamic extension of the Massey's rating system based on a multivariate score-driven time series model
  3. Teaching probability theory through tennis
  4. Revisiting Clutch Performance Among Elite Players in Tennis
  5. Optimizing Goal-Scoring Decision-Making with Machine Learning: A Real-World Use Case for Racing de Santander of the Spanish Second Division Football League
Sports Scheduling 2
Arcades room
  1. Trade-off between attractiveness and equal treatment in tournament draws: A case study from handball
  2. The league phase in UEFA competitions
  3. Integrating score predictions in prescriptive sports scheduling models
  4. The impact of imbalanced groups in UEFA Euro 1980–2024 and comparison with the FIFA World Cup
  5. The Effect of a Structural Change in Round-Robin Tournaments with Four Teams: Evidence from Beach Volleyball
LIHPS Workshop 2
14:00 - 15:00
HPTRC - Sprint track
Force-Velocity Profiling: (The Power of) Applied Science and Technology
Max capacity: 15
Registrations: Form
15:40 - 16:10 Coffee break
16:10 - 18:10 Sports Analytics 3
Amphitheater
  1. Identifying Soccer Styles
  2. Bayesian modeling of goal arrival times
  3. Scoring probability maps on the basketball court through Spatial Point Pattern analysis
  4. Training Periodization and Load Coupling in Speed Skating
  5. So the last will be the first
  6. Statistical Analysis of Action Player Contribution in Soccer
Sports Scheduling 3
Arcades room
  1. Drawing and Scheduling Matchups in the New UEFA Champions League Format
  2. A multi-league traveling tournament problem for FIFA and UEFA’s main tournaments: Do they really minimize distances?
  3. Implications of the UEFA Champions League's New Swiss-Style Format: A Simulation Study
  4. Optimizing professional sports league games based on spectators and traveling
  5. Optimization of the Tournament Format for the Nationwide High School Kyudo Competition in Japan
  6. Hierarchical fair draws: a Champions league case study.
LIHPS Workshop 3
16:10 - 17:10
HPTRC - High Performance Laboratory
Unlocking Endurance Potential - Simulation of Energy Metabolism in Cycling Using a Two-compartment Model
Max capacity: 15
Registrations: Form
19:30 - 22:00 Conference dinner
Coque - Gallery reception area

Day 2 at Lunex
8:00 - 9:00 Commute from Coque to LUNEX
Meeting point: Coque parking area
9:00 - 9:50 Keynote session: Frits Spieksma
Hall O small room
Scheduling in Sports: a Tour d'Horizon
9:50 - 10:20 Coffee break
10:20 - 12:00 Sports medecine 1
Hall O small room
  1. The Cognitive Basis of Sport Injuries - Using SKILLCOURT Technology to reduce Injury Risk and support Rehabilitation in Sport
  2. AI-informed Non-linear Cox Model for Survival Analysis of Running-Related Injuries
  3. Moving toward the single-session paradigm for the prevention of running-related injury
  4. Bridging Gaps in Injury Prevention: Insights from National Sports Stakeholders
  5. Fatigue Monitoring as a Tool for Sport Injury Prevention
Sports analytics 4
0.02/0.03
  1. Lasso Multinomial Performance Indicators for in-play Basketball Data
  2. Evaluating NBA Player Win Contribution with Machine Learning Techniques
  3. Team Dynamics and Home Continent Advantage: Europe's Dominance in the Ryder Cup
  4. Some alternate scoring systems to a test cricket series
  5. A bivariate extension of the regularised adjusted plus-minus model for Basketball match prediction
Sports analytics 5
1.01
  1. Predicting the probability of breaking a world record
  2. Efficiency of live-betting markets in tennis
  3. Performance Evaluation and Ranking of Drivers in Multiple Motorsports Using Massey's Method
  4. Comparison of Rectangular and Hexagonal Grids for Spatial Analysis of Target Regions in NFL Passing Plays
  5. Tennis model in betting: Grand Slam analysis
LUNEX Workshop 1
11:00 - 12:00
LUNEX student lab
AI.Jump - Using AI for jump performance assessment - Problem identification
Max capacity: 15
Registrations: Form
12:00 - 13:10 Lunch
13:10 - 14:50 Sports medecine 2
Hall O small room
  1. An Agentic AI Framework to Verify ACL Injury Reports in Male Professional Footballers in a Public Database
  2. Predicting Injury and Career Longevity in Baseball Pitchers Using Workload Metrics and Biomechanical Data
  3. Wearable Sensor Monitoring of Walking on Different Surfaces as a Digital Outcome: Deep Learning Model Performance with Sensor and Class Reduction
  4. What is chronic load? Exploring different definitions of the chronic load in relation to running-related injuries
  5. Modeling the evolution of athletic abilities in young elite soccer players considering injury history
Sports economics
0.02/0.03
  1. Tacit Knowledge as a Key Success Factor in Football: The Dynamics of Coaching Tenure, Team Consistency, and Market Value
  2. Sentiment Dynamics in (Social) Media Coverage of the Olympics and Paralympics Across Five Cycles
  3. Balancing Olympic broadcasts and viewer demand: an empirical analysis of Belgian TV audiences
  4. Sports meet sharing economy: Acceptance of equipment rentals platforms
  5. A statistical view on xG and GAX
Sports analytics 6
1.01
  1. The Right Way to Synchronize Tracking and Event Data: Using Domain Knowledge to Optimize Algorithms
  2. Detecting Movement Patterns That Lead To Poor Performance With Sportlets
  3. Optimizing Goal-Scoring Decision-Making with Machine Learning: A Real-World Use Case for Racing de Santander of the Spanish Second Division Football League
  4. Mathematical and physical modelling of different forces in sports to get optimized performance in a Javelin throw
  5. Ranking algorithms for games with multilevel results
LUNEX Workshop 2
13:50 - 14:50
LUNEX student lab
AI.Jump - Using AI for jump performance assessment - Problem solving
Max capacity: 15
Registrations: Form
14:50 - 15:10 Coffee break
15:10 - 16:50 Sports medecine 3
Hall O small room
  1. The meniscus injury pattern varies with the type of sports in primary ACL reconstructed knees in non-professional athletes.
  2. Model-based analysis of the Eurobarometer Survey on Sport participation and Engagement in Physical Activity
  3. A Bayesian Network Model to Monitor the Risk of Overreaching and Overtraining
  4. Fueling Excellence: The Integral Role of Sport Nutrition Services in a High-Performance Institute.
  5. Informed Injury Prediction in Elite Football: Decision Theory meets Machine Learning
Sports analytics 7
0.02/0.03
  1. Acute effect of running retraining interventions on high-frequency signals of impact variables.
  2. Enhancing Football Refereeing with AI: VARS and X-VARS for Assisted Decision-Making
  3. Consideration of Transition Probability Matrices in Markov Models: Applications to Baseball and Soccer
  4. Identifying Extreme Representative Tennis Players and Match External Load in Grand Slam Tournaments Using Clustering and Archetypoid Analysis
  5. Implicit Centipedes, or Do the Racers Compete Strategically?
Sports analytics 8
1.01
  1. Multisport YODA: Leveraging LLMs for Cognition Based Comprehensive Performance Analytics
  2. Models for prediction and analysis in horseracing
  3. Tennis match outcome prediction using temporal directed graph neural networks
  4. Detecting match-fixing in professional football: The potential of in-game betting data
  5. Prediction-based evaluation of back-four defense with spatial control in soccer
16:50 - 17:00 Break
17:00 - 17:40 Sports analytics 9
Hall O small room
  1. Does fatherhood impact the performance of professional cyclists?
  2. Evaluating Soccer Player Movements Using the Attacker-Defender Model
  3. The Impact of Geoclimate Factors on Performance of Football Teams
Sports scheduling 4
0.02/0.03
  1. A Column Generation Approach for First-Break-Then-Schedule
  2. Fair Schedules for Dreierturnier Competitions
  3. Exploring the 2024/2025 format of the UEFA Champions League
e-Sports
1.01
18:00 - 19:00 Commute from LUNEX to Coque
Meeting point: Rue Jeannot Kremer
20:00 - 00:00 Meet&Greet with Andy Schleck, Jonathan Laugel, Anne Simon and Laurent Carnol
Coque - Gallery reception area
Animation by DJ Cherry

Day 3 at Coque
9:30 - 10:20 Keynote session: Tim Pawlowski
Amphitheater
Exploring behavioral responses to reference point-dependent emotions in sports
10:20 - 10:40 Break
10:40 - 12:20 Sports analytics 10
Amphitheater
  1. Evaluating player influence and team synergy in Soccer
  2. Brains or legs: How to organize a fair rogaining competition?
  3. A Survival Analysis of Dropout among French Swimmers
  4. Kinematic Variables and Match Outcomes in Serie A: Evaluating Their Impact With and Without Ball Possession
  5. Gender differences and peer effects: The case of marathons
Sports analytics 11
Arcades room
  1. Detection of front-door and back-door pitches in baseball and the characteristics that make them effective
  2. A System for Tracking Players and the Ball in Association Football Matches using Regular TV Footage in conjunction with “Deep Learning” and Transformational Geometry
  3. De-compactification of Soccer Formations
  4. What Drives Success in Men's Ice Hockey World (Junior) Championships?
  5. Data-Driven Performance Profiling of Club-Level Football Players in Mumbai
12:20 - 13:20 Lunch
Coque - Gallery reception area
13:20 - 15:40 Sports analytics 12
Amphitheater
  1. Predicting International Success Based on Domestic Performance in T20 Cricket
  2. Rethinking the evaluation of performance in football: A novel mathematical framework to quantify the quality of key performance indicators.
  3. Estimation of match abilities for tennis players via a maximum likelihood approach
  4. Performance Monitoring in Middle and Long Distance Running and its Application to the Athlete Biological Passport
  5. From Advantage to Action: How Managers Adapt to External Conditions Strategically
Sports analytics 13
Arcades room
  1. Evaluation of the new Champions League format
  2. Advancing Sports Performance Analysis with Pose Sequences and Time-Series Deep Learning
  3. Probing the gender divide in soccer: can technical and tactical features distinguish men’s and women’s soccer net of physiological differences?
  4. The trade-off between model flexibility and accuracy of Expected Threat models in football
  5. Evaluating the Improved Linear Model (and its successor) with regards to the Expanded College Football Playoff
15:40 - 16:00 Closing remarks
16:00 - 18:00 Initiation to indiaca
Coque - Arcades sports hall
Max capacity: 30
Registrations: Form

Session details

Date SessionName Time Speaker Title
June 4th Sports Analytics 1 10.20 - 10.40 Marica Manisera Basketball Data Science: Statistical Methods for Shooting Performance Mapping
10.40 - 11.00 Ambra Macis Using shooting trajectories for basketball predictions
11.00 - 11.20 Gabriel Calvo Data-Driven Lineup Optimization in Wheelchair Basketball
11.20 - 11.40 Florian Felice AI for Handball: predicting and explaining the 2024 Olympic Games tournament with Deep Learning and Large Language Models
11.40 - 12.00 Rouven Michels Forecasting In-Game Win Probabilities in Handball: Evaluating the Impact of Goalkeeper Substitution
Sports Scheduling 1 10.20 - 10.40 Tankut Atan Round-Robin Tournament Scheduling Under Total Game Attractiveness Objective
10.40 - 11.00 Sebastián Urrutia Break minimization in incomplete round-robin schedules
11.00 - 11.20 András Gyimesi Increasing competitiveness by imbalanced groups in the FIFA World Cup
11.20 - 11.40 Jessica Hargreaves The Split: Analysing Contest Design in the Scottish Premier League
11.40 - 12.00 Dóra Gréta Petróczy The myth of declining competitive balance in the UEFA Champions League group stage
Sports Analytics 2 14.00 - 14.20 Luca Benga Mathematical models for speed climbing applied to data collected on competitors in recent World Cup events
14.20 - 14.40 Paolo Vidoni A dynamic extension of the Massey's rating system based on a multivariate score-driven time series model
14.40 - 15.00 Tristan Barnett Teaching probability theory through tennis
15.00 - 15.20 Pascal Bauer Revisiting Clutch Performance Among Elite Players in Tennis
15.20 - 15.40 Manuel Duran Optimizing Goal-Scoring Decision-Making with Machine Learning: A Real-World Use Case for Racing de Santander of the Spanish Second Division Football League
Sports Scheduling 2 14.00 - 14.20 László Csató Trade-off between attractiveness and equal treatment in tournament draws: A case study from handball
14.20 - 14.40 Dimitris Karlis The league phase in UEFA competitions
14.40 - 15.00 Jonas Andersson Integrating score predictions in prescriptive sports scheduling models
15.00 - 15.20 Michael A. Lapré The impact of imbalanced groups in UEFA Euro 1980–2024 and comparison with the FIFA World Cup
15.20 - 15.40 Alex Krumer The Effect of a Structural Change in Round-Robin Tournaments with Four Teams: Evidence from Beach Volleyball
Sports Analytics 3 16.10 - 16.30 Tim Swartz Identifying Soccer Styles
16.30 - 16.50 Ioannis Ntzoufras Bayesian modeling of goal arrival times
16.50 - 17.10 Mirko Carlesso Scoring probability maps on the basketball court through Spatial Point Pattern analysis
17.10 - 17.30 Matthias Kempe Training Periodization and Load Coupling in Speed Skating
17.30 - 17.50 Ruud Koning So the last will be the first
17.50 - 18.10 Rodolfo Metulini Statistical Analysis of Action Player Contribution in Soccer
Sports Scheduling 3 16.10 - 16.30 Julien Guyon Drawing and Scheduling Matchups in the New UEFA Champions League Format
16.30 - 16.50 Mario Guajardo A multi-league traveling tournament problem for FIFA and UEFA’s main tournaments: Do they really minimize distances?
16.50 - 17.10 Stephen Hill Implications of the UEFA Champions League's New Swiss-Style Format: A Simulation Study
17.10 - 17.30 Jari Kyngäs Optimizing professional sports league games based on spectators and traveling
17.30 - 17.50 Eiji Konaka Optimization of the Tournament Format for the Nationwide High School Kyudo Competition in Japan
17.50 - 18.10 Iain Souttar Hierarchical fair draws: a Champions league case study.
June 5th Sports Medicine 1 10.20 - 10.40 Serena Pizzocaro Fatigue Monitoring as a Tool for Sport Injury Prevention
10.40 - 11.00 Katarzyna Szczerba AI-informed Non-linear Cox Model for Survival Analysis of Running-Related Injuries
11.00 - 11.20 Laurent Malisoux Moving toward the single-session paradigm for the prevention of running-related injury
11.20 - 11.40 Aude Aguilaniu Bridging Gaps in Injury Prevention: Insights from National Sports Stakeholders
11.40 - 12.00 Thorben Hülsdünker The Cognitive Basis of Sport Injuries - Using SKILLCOURT Technology to reduce Injury Risk and support Rehabilitation in Sport
Sports Analytics 4 10.20 - 10.40 Argyro Damoulaki Lasso Multinomial Performance Indicators for in-play Basketball Data
10.40 - 11.00 Ross Lauterbach Evaluating NBA Player Win Contribution with Machine Learning Techniques
11.00 - 11.20 Justin Ehrlich Team Dynamics and Home Continent Advantage: Europe’s Dominance in the Ryder Cup
11.20 - 11.40 Graham Pollard Some alternate scoring systems to a test cricket series
11.40 - 12.00 Luca Grassetti A bivariate extension of the regularised adjusted plus-minus model for Basketball match prediction.
Sports Analytics 5 10.20 - 10.40 Michele Lambardi di San Miniato Predicting the probability of breaking a world record
10.40 - 11.00 Chinmay Divekar Efficiency of live-betting markets in tennis
11.00 - 11.20 Ryoga Yamaguchi Performance Evaluation and Ranking of Drivers in Multiple Motorsports Using Massey’s Method
11.20 - 11.40 Matthias Schilling Comparison of Rectangular and Hexagonal Grids for Spatial Analysis of Target Regions in NFL Passing Plays
11.40 - 12.00 Rita Norbutaitė Tennis model in betting: Grand Slam analysis
Sports Medicine 2 13.10 - 13.30 Lorena Martin Predicting Injury and Career Longevity in Baseball Pitchers Using Workload Metrics and Biomechanical Data
13.30 - 13.50 Gabriella Vinco Wearable Sensor Monitoring of Walking on Different Surfaces as a Digital Outcome: Deep Learning Model Performance with Sensor and Class Reduction
13.50 - 14.10 Sebastian Dyrup Skejø What is chronic load? Exploring different definitions of the chronic load in relation to running-related injuries
14.10 - 14.30 Arthur Guillotel Modeling the evolution of athletic abilities in young elite soccer players considering injury history
Sports Economics 1 13.10 - 13.30 Robert Bajons A statistical view on xG and GAX
13.30 - 13.50 Maria Amaro Sentiment Dynamics in (Social) Media Coverage of the Olympics and Paralympics Across Five Cycles
13.50 - 14.10 Daam Van Reeth Balancing Olympic broadcasts and viewer demand: an empirical analysis of Belgian TV audiences
14.10 - 14.30 Milica Maričić Sports meet sharing economy: Acceptance of equipment rentals platforms
Sports Analytics 6 13.10 - 13.30 G.A. Oonk The Right Way to Synchronize Tracking and Event Data: Using Domain Knowledge to Optimize Algorithms
13.30 - 13.50 Gayatri Chakkithara Detecting Movement Patterns That Lead To Poor Performance With Sportlets
13.50 - 14.10 Chuqi Chen Quarterly Changes in Player Movement and Positional Dispersion in NBA Games
14.10 - 14.30 Leszek Szczecinski Ranking algorithms for games with multilevel results
Sports Medicine 3 14.50 - 15.10 Caroline Mouton The meniscus injury pattern varies with the type of sports in primary ACL reconstructed knees in non-professional athletes.
15.10 - 15.30 Rosaria Simone Model-based analysis of the Eurobarometer Survey on Sport participation and Engagement in Physical Activity
15.30 - 15.50 Barbaros Yet A Bayesian Network Model to Monitor the Risk of Overreaching and Overtraining
15.50 - 16.10 Myriam Jacobs Fueling Excellence: The Integral Role of Sport Nutrition Services in a High-Performance Institute.
16.10 - 16.30 Manuel Huth Informed Injury Prediction in Elite Football: Decision Theory meets Machine Learning
Sports Analytics 7 14.50 - 15.10 Guillaume Abran Acute effect of running retraining interventions on high-frequency signals of impact variables.
15.10 - 15.30 Jan Held Enhancing Football Refereeing with AI: VARS and X-VARS for Assisted Decision-Making
15.30 - 15.50 Nobuyoshi Hirotsu Consideration of Transition Probability Matrices in Markov Models: Applications to Baseball and Soccer
15.50 - 16.10 Daniel Fernández Identifying Extreme Representative Tennis Players and Match External Load in Grand Slam Tournaments Using Clustering and Archetypoid Analysis
16.10 - 16.30 Dmitry Dagaev Implicit Centipedes, or Do the Racers Compete Strategically?
Sports Analytics 8 14.50 - 15.10 Sadanand Venkataraman Multisport YODA: Leveraging LLMs for Cognition Based Comprehensive Performance Analytics
15.10 - 15.30 Anthony Bedford Models for prediction and analysis in horseracing
15.30 - 15.50 Lawrence Clegg Tennis match outcome prediction using temporal directed graph neural networks
15.50 - 16.10 David Winkelmann Detecting match-fixing in professional football: The potential of in-game betting data
16.10 - 16.30 Soujanya Dash Prediction-based evaluation of back-four defense with spatial control in soccer
Sports Analytics 9 16.40 - 17.00 Jeroen Belien Does fatherhood impact the performance of professional cyclists?
17.00 - 17.20 Takuma Narizuka Evaluating Soccer Player Movements Using the Attacker-Defender Model
17.20 - 17.40 Iuliia Alekseenko The Impact of Geoclimate Factors on Performance of Football Teams
Sports Scheduling 4 16.40 - 17.00 David Van Bulck A Column Generation Approach for First-Break-Then-Schedule
17.00 - 17.20 Sten Wessel Fair Schedules for Dreierturnier Competitions
17.20 - 17.40 Javier Marenco Exploring the 2024/2025 format of the UEFA Champions League
E-sports 1 16.40 - 17.00 Mikhail Usanin The Effect of Home Advantage in eSports
17.00 - 17.20 Elijah Sumernikov Choking Under Pressure in Online Chess: Performance Decline Among Elite Players in High-Stakes Matches
17.20 - 17.40 Egor Ivanov Strategic Choice in eSports: An Analysis of Team Decisions During Map Vetoes
June 6th Sports Analytics 10 10.40 - 11.00 Ebrahim Patel Evaluating player influence and team synergy in Soccer
11.00 - 11.20 Dries Goossens Brains or legs: How to organize a fair rogaining competition?
11.20 - 11.40 Audrey Difernand A Survival Analysis of Dropout among French Swimmers
11.40 - 12.00 Antonio Lucadamo Kinematic Variables and Match Outcomes in Serie A: Evaluating Their Impact With and Without Ball Possession
12.00 - 12.20 Daria Tabashnikova Gender differences and peer effects: The case of marathons
Sports Analytics 11 10.40 - 11.00 Takumi Miura Detection of front-door and back-door pitches in baseball and the characteristics that make them effective
11.00 - 11.20 Gordon Hunter A System for Tracking Players and the Ball in Association Football Matches using Regular TV Footage in conjunction with “Deep Learning” and Transformational Geometry
11.20 - 11.40 Hugo Fabrègues De-compactification of Soccer Formations
11.40 - 12.00 Vladimír Holý What Drives Success in Men's Ice Hockey World (Junior) Championships?
12.00 - 12.20 Praveen D Chougale Data-Driven Performance Profiling of Club-Level Football Players in Mumbai
Sports Analytics 12 13.20 - 13.40 Ali Iltaf Predicting International Success Based on Domestic Performance in T20 Cricket
13.40 - 14.00 Fabian Wunderlich Rethinking the evaluation of performance in football: A novel mathematical framework to quantify the quality of key performance indicators.
14.00 - 14.20 Hannah Bartmann Estimation of match abilities for tennis players via a maximum likelihood approach
14.20 - 14.40 Laurentiu C. Hinoveanu Performance Monitoring in Middle and Long Distance Running and its Application to the Athlete Biological Passport
14.40 - 15.00 Andrei Smirnov From Advantage to Action: How Managers Adapt to External Conditions Strategically
Sports Analytics 13 13.20 - 13.40 Karel Devriesere Evaluation of the new Champions League format
13.40 - 14.00 Qi Gan Advancing Sports Performance Analysis with Pose Sequences and Time-Series Deep Learning
14.00 - 14.20 Gordana Marmulla Probing the gender divide in soccer: can technical and tactical features distinguish men’s and women’s soccer net of physiological differences?
14.20 - 14.40 Koen W. van Arem The trade-off between model flexibility and accuracy of Expected Threat models in football
14.40 - 15.00 John A. Trono Evaluating the Improved Linear Model (and its successor) with regards to the Expanded College Football Playoff
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