Search Results for author: Andrey Somov

Found 6 papers, 5 papers with code

Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning

no code implementations29 Nov 2020 Anton Smerdov, Andrey Somov, Evgeny Burnaev, Bo Zhou, Paul Lukowicz

In this article, we propose the methods based on the sensor data analysis for predicting whether a player will win the future encounter.

Interpretable Machine Learning League of Legends +9

eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart Chair

1 code implementation18 Aug 2019 Anton Smerdov, Evgeny Burnaev, Andrey Somov

Today's competition between the professional eSports teams is so strong that in-depth analysis of players' performance literally crucial for creating a powerful team.

Feature Engineering Feature Importance +6

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