关键词: 自组织映射, 聚类, 最近原型

Abstract:

Self generating neural networks have been presented as a better alternative to fixed structure in data mining application. The paper provided the algorithm of Self Organising Map(SOM), and presented an version of Growing Self Organising Map(GSOM) model which can extend into a nearest prototype classifier, and gave an application in data mining using GSOM.

Key words: Self organizing map, Clustering, Nearest prototype