30 citations · 83 across the 19 of their papers we have counts for
4 papers · 1 filter
hood2vec: Identifying Similar Urban Areas Using Mobility Networks
Xin Liu, Konstantinos Pelechrinis, Alexandros Labrinidis
Which area in NYC is the most similar to Lower East Side? What about the NoHo Arts District in Los Angeles? Traditionally this task utilizes information about the type of places lo…
Going Deep: Models for Continuous-Time Within-Play Valuation of Game Outcomes in American Football with Tracking Data
Ronald Yurko, Francesca Matano, Lee F. Richardson +4
Continuous-time assessments of game outcomes in sports have become increasingly common in the last decade. In American football, only discrete-time estimates of play value were pos…
DeepHoops: Evaluating Micro-Actions in Basketball Using Deep Feature Representations of Spatio-Temporal Data
Anthony Sicilia, Konstantinos Pelechrinis, Kirk Goldsberry
How much is an on-ball screen worth? How much is a backdoor cut away from the ball worth? Basketball is one of a number of sports which, within the past decade, have seen an explos…
A Data-Driven Approach for Assessing Biking Safety in Cities
Sara Daraei, Konstantinos Pelechrinis, Daniele Quercia
With the focus that cities around the world have put on sustainable transportation during the past few years, biking has become one of the foci for local governments around the wor…