Machine Learning and Data Mining for Sports Analytics: 7th International Workshop, Mlsa 2020, Co-Located with Ecml/Pkdd 2020, Ghent, Belgium, Septembe

ISBN-13: 9783030649111 / Angielski / Miękka / 2020 / 141 str.

Ulf Brefeld; Jesse Davis; Jan Van Haaren

Spis treści

Routine Inspection: A playbook for corner kicks.- How data availability aects the ability to learngood xG models.- Low-cost optical tracking of soccer players.- An Autoencoder Based Approach to SimulateSports Games.- Physical performance optimization in football.- Predicting Player Trajectoriesin Shot Situations in Soccer.- Stats Aren't Everything: Learning Strengths andWeaknesses of Cricket Players.- Prediction of tiers in the rankingof ice hockey players.- A Machine Learning Approach for Road CyclingRace Performance Prediction.- Mining Marathon Training Data to GenerateUseful User Proles.- Learning from partially labeled sequences forbehavioral signal annotation.