The idea of kernel-based learning method is applied to self organizing map (SOM) clustering, and an algorithm of kernel self-organizing map (KSOM) clustering is proposed.

• 摘要将核学习的方法应用于自组织映射聚类中，提出了一种核自组织映射聚类算法。