31 citations · 41 across the 7 of their papers we have counts for
4 papers · 1 filter
Large-scale study of social network structure and team performance in a multiplayer online game
Antti Ukkonen, Juho Hamari
A question of interest in both theory and practice is if and how familiarity between members of a team, expressed in terms of social network structure, relates to the success of th…
Crowdsourced correlation clustering with relative distance comparisons
Antti Ukkonen
Crowdsourced, or human computation based clustering algorithms usually rely on relative distance comparisons, as these are easier to elicit from human workers than absolute distanc…
Interpreting Classifiers through Attribute Interactions in Datasets
Andreas Henelius, Kai Puolamäki, Antti Ukkonen
In this work we present the novel ASTRID method for investigating which attribute interactions classifiers exploit when making predictions. Attribute interactions in classification…
Multivariate Confidence Intervals
Jussi Korpela, Emilia Oikarinen, Kai Puolamäki +1
Confidence intervals are a popular way to visualize and analyze data distributions. Unlike p-values, they can convey information both about statistical significance as well as effe…