Search Results for author: Michael Horton

Found 3 papers, 0 papers with code

A Practical Index Structure Supporting Fréchet Proximity Queries Among Trajectories

no code implementations28 May 2020 Joachim Gudmundsson, Michael Horton, John Pfeifer, Martin P. Seybold

We present a scalable approach for range and $k$ nearest neighbor queries under computationally expensive metrics, like the continuous Fr\'echet distance on trajectory data.

Clustering

Spatio-Temporal Analysis of Team Sports -- A Survey

no code implementations22 Feb 2016 Joachim Gudmundsson, Michael Horton

Team-based invasion sports such as football, basketball and hockey are similar in the sense that the players are able to move freely around the playing area; and that player and team performance cannot be fully analysed without considering the movements and interactions of all players as a group.

Other Computer Science A.1; H.2.8

Classification of Passes in Football Matches using Spatiotemporal Data

no code implementations18 Jul 2014 Michael Horton, Joachim Gudmundsson, Sanjay Chawla, Joël Estephan

Experimental results show that we are able to produce a classifier with 85. 8% accuracy on classifying passes as Good, OK or Bad, and that the predictor variables computed using complex methods from computational geometry are of moderate importance to the learned classifiers.

Classification General Classification +1

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