Michael Horton

According to our database, Michael Horton authored at least 17 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of two.

2026

Multimodal transformer-diffusion framework for large-scale reconstruction of soccer tracking data.

Harry Hughes, Patrick Lucey, Michael Horton, Harshala Gammulle, Clinton Fookes, Sridha Sridharan

Comput. Vis. Image Underst., 2026

2025

Large-Scale In-Game Outcome Forecasting for Match, Team and Players in Football using an Axial Transformer Neural Network.

Michael Horton, Patrick Lucey

CoRR, November, 2025

Player-Team Heterogeneous Interaction Graph Transformer for Soccer Outcome Prediction.

Lintao Wang, Shiwen Xu, Michael Horton, Joachim Gudmundsson, Zhiyong Wang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Event2Tracking: Reconstructing Multi-Agent Soccer Trajectories Using Long-Term Multimodal Context.

Harry Hughes, Michael Horton, Xinyu Wei, Harshala Gammulle, Clinton Fookes, Sridha Sridharan, Patrick Lucey

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2021

A Practical Index Structure Supporting Fréchet Proximity Queries among Trajectories.

Joachim Gudmundsson, Michael Horton, John Pfeifer, Martin P. Seybold

ACM Trans. Spatial Algorithms Syst., 2021

2020

On beta-Plurality Points in Spatial Voting Games.

Boris Aronov, Mark de Berg, Joachim Gudmundsson, Michael Horton

CoRR, 2020

On β-Plurality Points in Spatial Voting Games.

Boris Aronov, Mark de Berg, Joachim Gudmundsson, Michael Horton

Proceedings of the 36th International Symposium on Computational Geometry, 2020

2019

Efficient Nearest-Neighbor Query and Clustering of Planar Curves.

Boris Aronov, Omrit Filtser, Michael Horton, Matthew J. Katz, Khadijeh Sheikhan

Proceedings of the Algorithms and Data Structures - 16th International Symposium, 2019

Approximating (k, ℓ)-center clustering for curves.

Kevin Buchin, Anne Driemel, Joachim Gudmundsson, Michael Horton, Irina Kostitsyna, Maarten Löffler, Martijn Struijs

Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2019

2018

Algorithms for the Analysis of Spatio-Temporal Data from Team Sports.

Michael Horton

PhD thesis, 2018

Approximating (k, 𝓁)-center clustering for curves.

Kevin Buchin, Anne Driemel, Joachim Gudmundsson, Michael Horton, Irina Kostitsyna, Maarten Löffler

CoRR, 2018

When is Red-Blue Nonblocker Fixed-Parameter Tractable?

Serge Gaspers, Joachim Gudmundsson, Michael Horton, Stefan Rümmele

Proceedings of the LATIN 2018: Theoretical Informatics, 2018

2017

Classification of Passes in Football Matches Using Spatiotemporal Data.

Sanjay Chawla, Joël Estephan, Joachim Gudmundsson, Michael Horton

ACM Trans. Spatial Algorithms Syst., 2017

Spatio-Temporal Analysis of Team Sports.

Joachim Gudmundsson, Michael Horton

ACM Comput. Surv., 2017

2016

Spatio-Temporal Analysis of Team Sports - A Survey.

Joachim Gudmundsson, Michael Horton

CoRR, 2016

Compact Flow Diagrams for State Sequences.

Kevin Buchin, Maike Buchin, Joachim Gudmundsson, Michael Horton, Stef Sijben

Proceedings of the Experimental Algorithms - 15th International Symposium, 2016

2015

Automated Classification of Passing in Football.

Michael Horton, Joachim Gudmundsson, Sanjay Chawla, Joël Estephan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015