In this study, we propose a method to reintroduce the local magnification into the low-dimensional data visualization provided by the batch-SOM algorithm. By ...
In this study, we propose a method to reintroduce the local magnification into the low-dimensional data visualization provided by the batch-SOM algorithm. By ...
A cartogram method is defined, based on techniques of geographic representation, that allows reintroducing this distortion, measured as a magnification ...
Nonlinear dimensionality reduction techniques can provide flexible visual insight, but the locally varying representation distortion they produce makes ...
Bibliographic details on Cartogram representation of the batch-SOM magnification factor.
In this paper, we define a cartogram method, based on techniques of geographic representation, that allows reintroducing this distortion, measured as a ...
Using such an approach, practitioners can define relations among data patterns and a model's decision. This work proposes amodel-agnostic interpretation ...
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Abstract. This paper presents a simple way to compensate the magnification effect of Self-Organizing Maps (SOM) when creating cartograms using Carto-. SOM.
This paper presents a simple way to compensate the magnification effect of Self-Organizing Maps (SOM) when creating cartograms using Carto- SOM.
Cartogram representation of the batch-SOM magnification factor. A Tosi, A Vellido Alcacena. ESANN 2012 proceedings, European Symposium on Artificial Neural ...