Self-organizing maps and boundary effects: quantifying the benefits of torus wrapping for mapping SOM trajectories

Abstract

In this study the impact of a planar and toroidal self-organizing map (SOM) configuration are investigated with respect to their impact on SOM trajectories. Such trajectories are an encoding of processes within an n-dimensional input data set and offer an important means of visualizing and analyzing process complexity in large n-dimensional problem domains… (More)
DOI: 10.1007/s10044-011-0210-5

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