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Regular version of the site

Book chapter

Predicting Winning Team and Probabilistic Ratings in Dota 2 and Counter-Strike: Global Offensive Video Games

P. 1-12.
Makarov I., Dmitry Savostyanov, Boris Litvyakov, Ignatov D. I.

In this paper, we present novel winning team predicting models and compare the accuracy of the obtained prediction with TrueSkill model of ranking individual players impact based on their impact in team victory for the two most popular online games: Dota 2 and Counter-Strike: Global Offensive.