7 citations · 8 across the 3 of their papers we have counts for
4 papers
Optimal Team Economic Decisions in Counter-Strike
Peter Xenopoulos, Bruno Coelho, Claudio Silva
The outputs of win probability models are often used to evaluate player actions. However, in some sports, such as the popular esport Counter-Strike, there exist important team-leve…
Bandit Modeling of Map Selection in Counter-Strike: Global Offensive
Guido Petri, Michael H. Stanley, Alec B. Hon +3
Many esports use a pick and ban process to define the parameters of a match before it starts. In Counter-Strike: Global Offensive (CSGO) matches, two teams first pick and ban maps,…
Valuing Player Actions in Counter-Strike: Global Offensive
Peter Xenopoulos, Harish Doraiswamy, Claudio Silva
Esports, despite its expanding interest, lacks fundamental sports analytics resources such as accessible data or proven and reproducible analytical frameworks. Even Counter-Strike:…
Introducing DeepBalance: Random Deep Belief Network Ensembles to Address Class Imbalance
Peter Xenopoulos
Class imbalance problems manifest in domains such as financial fraud detection or network intrusion analysis, where the prevalence of one class is much higher than another. Typical…