Beyond the Meta: Leveraging Game Design Parameters for Patch-Agnostic Esport Analytics
Esport games comprise a sizeable fraction of the global games market, and is the fastest growing segment in games. This has given rise to the domain of esports analytics, which uses telemetry data...
Time to Die: Death Prediction in Dota 2 using Deep Learning
Esports have become major international sports with hundreds of millions of spectators. Esports games generate massive amounts of telemetry data. Using these to predict the outcome of esports...
Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games
Esports has emerged as a popular genre for players as well as spectators, supporting a global entertainment industry. Esports analytics has evolved to address the requirement for data-driven...
37 citations
2017-11