21 citations · 24 across the 3 of their papers we have counts for
3 papers
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…
Interactive Causal Structure Discovery in Earth System Sciences
Laila Melkas, Rafael Savvides, Suyog Chandramouli +4
Causal structure discovery (CSD) models are making inroads into several domains, including Earth system sciences. Their widespread adaptation is however hampered by the fact that t…