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Geography / Spatial data analysis / Factor analysis / Spatial analysis / Basketball / Point process / Logarithm / Statistics / Psychometrics / Educational psychology


Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction Yisong Yue∗†1 , Patrick Lucey† , Peter Carr† , Alina Bialkowski‡†1 , Iain Matthews† ∗ California Institute of Technology
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Document Date: 2014-10-16 15:48:21


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City

Cambridge / /

Company

Neural Information Processing Systems / STATS LLC / /

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Facility

Queensland University / California Institute / /

IndustryTerm

coordinate systems / online learning / carlo tree search / gradient descent algorithm / Web Search / gradient descent algorithms / /

Organization

California Institute of Technology / San Antonio Spurs / Queensland University of Technology / MIT / National Academy of Sciences / UN Court / National Basketball Association / /

Person

Irving Shawn Marion Jeremy / James Monta Ellis Manu Ginobili / Jeremy Lin David Lee / Lopez Bogans Parker / Carmelo Anthony Dirk Nowitzki Dion / Peter Carr / Noah Fig / Duncan Duncan Lopez Evans / Lane Evans Duncan Williams / Parker Green / Tony Parker Dirk Nowitzki LeBron James Monta / Shawn Marion Jeremy Lin / Marion Jeremy Lin David / Johnson Splitter Lopez Leonard / Alina Bialkowski / Patrick Lucey / John Wall Tim Duncan / Williams Bogans / Iain Matthews / Johnson Splitter / Goran Dragic Joachim Noah / Duncan Lopez Evans Evans / Dion Waiters / Leonard Carmelo Anthony Dirk / Lopez Evans Evans Evans / Evans Duncan Williams / Johnson Splitter Johnson Splitter Lopez / Duncan Williams / David Lee Jose Calderon Chandler Parsons Goran / Duncan Fig / Leonard Leonard Leonard Bogans Parker / Ellis Manu Ginobili David Lee / Lin David Lee Shooting / Chandler Parsons Goran Dragic Joachim / /

Position

model for comparison / Prime Minister / player / Modeling Player / factor model for each view / offensive player / /

ProvinceOrState

Massachusetts / /

PublishedMedium

Machine Learning / Proceedings of the National Academy of Sciences / PLOS ONE / Communications of the ACM / Journal of Machine Learning Research / /

SportsEvent

2013 NBA / NBA / the NBA / /

SportsGame

basketball / Soccer / /

SportsLeague

NBA / /

Technology

gradient descent algorithm / Machine Learning / http / Data Mining / gradient descent algorithms / /

URL

www.sportvu.com / http /

SocialTag