Sports Analytics

Why Do Sports Officials Dropout?
Fabrice Dosseville and François Rioult and Sylvain Laborde
Strategic Patterns Discovery in RTS-games for E-Sport with Sequential Pattern Mining
Guillaume Bosc, Mehdi Kaytoue and Chedy Raïssi and Jean-François Boulicaut
Maps for Reasoning in Ultimate
Jeremy Weiss and Sean Childers
Predicting the NFL using Twitter
Shiladitya Sinha, Chris Dyer and Kevin Gimpel and Noah A. Smith
Use of Performance Metrics to Forecast Success in the National Hockey League
Joshua Weissbock and Herna Viktor and Diana Inkpen
Finding Similar Movements in Positional Data Streams
Jens Haase and Ulf Brefeld
Comparison of Machine Learning Methods for Predicting the Recovery Time of Professional Football Players After an Undiagnosed Injury
Stylianos Kampakis
Predicting NCAAB Match Outcomes Using ML Techniques – Some Results and Lessons Learned
Albrecht Zimmermann and Sruthi Moorthy and Zifan Shi
Inverse Reinforcement Learning for Strategy Extraction
Katharina Muelling, Abdeslam Boularias, Betty Mohler and Bernhard Schoelkopf and Jan Peters
Key Point Selection and Clustering of Swimmer Coordination Through Sparse Fisher-EM
John Komar and Romain Herault and Ludovic Seifert

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