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SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions of a specific type, location, and direction.

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soccermix

SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions of a specific type, location, and direction.

Here is an example of 71 different prototypical passes discovered by SoccerMix.

Copyright 2020 Tom Decroos, Maaike Van Roy, Jesse Davis

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SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions of a specific type, location, and direction.

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