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On-line kernel clustering algorithm based on artificial immune network
Author(s): 
Pages: 240-243
Year: Issue:  3
Journal: Journal of Chengdu University Of Information Technology

Keyword:  核聚类免疫网络边界模糊密度;
Abstract: 针对核聚类算法与免疫网络聚类算法的不足,将免疫网络机制与核理沦相结合,通过用核距离函数代替欧拉距离函数,设置反映抗体识别抗原数量的权重和引入人工免疫网络机制等解决样本类边界模糊和类间数据密度分布不均匀问题.最后通过人工数据集和lRIS数据集上的仿真试验,验证了算法的有效性.
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