At last it brings forward an applicable design of fuzzy kernel clustering algorithm IDS used in bank application and describes a lot of valueble things about implemention in detail.
研究了基于核方法的模糊聚类算法,并将其算法应用到IDS检测引擎的设计中,有效地提高了聚类的效果,从而提高了系统的检测完整性,降低了虚警率;最后提出了一个可面向银行业务应用的基于核模糊聚类算法的网络IDS的设计方案,并且对其实现方法进行了详细描述。
参考来源 - 基于核模糊聚类算法的网络入侵检测系统研究Finally, according to the characteristics of Gaussian kernel Fuzzy Clustering Algorithm and its good interface, I propose a novel segmentation method with the combination of co-occurrence matrix texture.
最后,根据高斯核模糊聚类算法的特点和提供的良好接口,引入一种结合共生矩阵纹理的脑组织分割方法。
参考来源 - MRI脑图像基底核区部位的分割算法研究·2,447,543篇论文数据,部分数据来源于NoteExpress
该方法基于半模糊核聚类算法挖掘不同类别之间的衔接和离散信息,设计树型支持向量机的树型结构,克服其差错积累问题。
The method mines information on overlap between classes, designs the tree structure and overcomes the misclassification of tree-structured SVMs based on the semi-fuzzy kernel clustering algorithm.
针对模糊核聚类对红外图像分割存在的不足,提出了一种改进的模糊核聚类红外图像分割算法。
Due to the problems of infrared image segmentation using fuzzy kernel clustering, an improved method for infrared image segmentation was proposed.
针对间歇生产过程的配方缺少定量分析方法,难以用于过程建模和控制策略实施的问题,提出了一种基于类核函数的配方模糊聚类算法。
This paper presents a new fuzzy cluster analysis method for batch process recipe that has less quantitative analysis ways before and is difficult to be used for modeling or controlling system.
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