24 citations · 35 across the 3 of their papers we have counts for
3 papers
stat.AP2019
Sequential Spatial Point Process Models for Spatio-Temporal Point Processes: A Self-Interactive Model with Application to Forest Tree Data
Adil Yazigi, Antti Penttinen, Anna-Kaisa Ylitalo +3
We model the spatial dynamics of a forest stand by using a special class of spatio-temporal point processes, the sequential spatial point process, where the spatial dimension is pa…
stat.AP2016★ 24 cited
What we look at in paintings: A comparison between experienced and inexperienced art viewers
Anna-Kaisa Ylitalo, Aila Särkkä, Peter Guttorp
How do people look at art? Are there any differences between how experienced and inexperienced art viewers look at a painting? We approach these questions by analyzing and modeling…
stat.ME2015★ 11 cited
Deducing self-interaction in eye movement data using sequential spatial point processes
Antti Penttinen, Anna-Kaisa Ylitalo
Eye movement data are outputs of an analyser tracking the gaze when a person is inspecting a scene. These kind of data are of increasing importance in scientific research as well a…