Topology preservation in self-organizing feature maps: exact definition and measurement
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The neighborhood preservation of self-organizing feature maps like the Kohonen map is an important property which is exploited in many applications. However, if a dimensional conflict arises this property is lost. Various qualitative and quantitative approache... ...