21 citations · 24 across the 3 of their papers we have counts for
3 papers
Using Slisemap to interpret physical data
Lauri Seppäläinen, Anton Björklund, Vitus Besel +1
Manifold visualisation techniques are commonly used to visualise high-dimensional datasets in physical sciences. In this paper we apply a recently introduced manifold visualisation…
iplot: web-first visualisation platform for multidimensional data
Akihiro Tanaka, Juniper Tyree, Anton Björklund +2
iplot is an HTML5-based system for interactive exploration of data and machine learning models. A key aspect is interaction, not only for the interactive plots but also between…
SLISEMAP: Supervised dimensionality reduction through local explanations
Anton Björklund, Jarmo Mäkelä, Kai Puolamäki
Existing methods for explaining black box learning models often focus on building local explanations of model behaviour for a particular data item. It is possible to create global…