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researcher

Peter Xenopoulos

13 papers hereh-index 8186 citations21 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author7
  • middle author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.HC4
  • cs.AI1
  • cs.CV1
  • cs.GT1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedGraph Neural Networks to Predict Sports Outcomes

18 citations · 39 across the 12 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.GT2021★ 7 cited

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…

cs.HC2021

ggViz: Accelerating Large-Scale Esports Game Analysis

Peter Xenopoulos, Joao Rulff, Claudio Silva

While esports organizations are increasingly adopting practices of conventional sports teams, such as dedicated analysts and data-driven decision-making, video-based game review is…

cs.LG2021★ 1 cited

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,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.