Titlebook: Advances in Self-Organising Maps; Nigel Allinson,Hujun Yin,Jon Slack Conference proceedings 2001 Springer-Verlag London Limited 2001 Data

帽子

Visualisation Induced SOM (ViSOM),on and its neighbouring ones and hence regularises the inter-neuron distances. The mapping preserves directly the interneuron distances on the map along with the topology. It produces a graded mesh in the data space and can accommodate both training data and new arrivals. The ViSOM represents a class of discrete principal curves and surfaces.

几何学家

An approach to automated interpretation of SOM,atically so as to summarize the information given by the SOM, and to produce meaningful indicators that are useful also to problem domain experts. The results show that the approach works well at least in the case study of pulp and paper mills technology data.

DEVIL

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HEED

SOM-Based Exploratory Analysis of Gene Expression Data,sion in different treatments) at the cluster borders. The relationship between the organization of the SOM and the functional classes of the proteins encoded by the genes may additionally reveal interesting relationships between the functional classes, and substructures within them