Probabilistic movement models and zones of control
Sign Up to like & getrecommendations! Published in 2018 at "Machine Learning"
DOI: 10.1007/s10994-018-5725-1
Abstract: Coordinated movements of players are key to success in team sports. However, traditional models for player movements are based on unrealistic assumptions and their analysis is prone to errors. As a remedy, we propose to estimate… read more here.
Keywords: movement models; zones control; models zones; probabilistic movement ... See more keywords
Correlated velocity models as a fundamental unit of animal movement: synthesis and applications
Sign Up to like & getrecommendations! Published in 2017 at "Movement Ecology"
DOI: 10.1186/s40462-017-0103-3
Abstract: BackgroundContinuous time movement models resolve many of the problems with scaling, sampling, and interpretation that affect discrete movement models. They can, however, be challenging to estimate, have been presented in inconsistent ways, and are not… read more here.
Keywords: correlated velocity; movement; velocity models; movement models ... See more keywords