K-means algorithm possesses strong local search capability and rapid convergence capability, and the clustering result is independent of the order of the sample data.

Because we cannot predict the number of targets and the interference caused by noise, we cannot use fixed number clustering algorithm.

由于事先不知道有多少个目标，也无法预测干扰所带来的噪声，因此就不能用类数目固定的k均值聚类。

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The two fuzzy clustering algorithms are mainly analyzed: fuzzy clustering algorithm based on equivalence relation and fuzzy k-means clustering algorithm.

重点分析了两种常用的模糊聚类算法：基于等价关系的模糊聚类和模糊k均值聚类。

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Application of k-means clustering analysis in process improvement

k均值聚类分析在过程改进中的应用

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An Effective Distributed k-Means Clustering Algorithm Based on the Pretreatment of Vectors' Inner-Product

基于向量内积不等式的分布式k均值聚类算法

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Hybrid Particle Swarm Optimization employing improved k-means clustering analysis strategy

采用改进的k均值聚类分析策略的粒子群算法

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Application of an improved k-means algorithm based on outliers and original clustering center

基于孤立点和初始质心选择的k均值算法的改进与应用

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There are lots of drawbacks to traditional incremental K-means in event detection.

传统的增量k均值法用于事件探测时存在着诸多不足。

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We defined the module as a collection of genes with similar expression behaviors.

我们把共享相似表达行为的基因作为一个转录模块，可以把已知的表达谱聚类作为模块进行研究。

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Meanwhile, our segmentation method based on temporal spectral clustering achieves wonderful results.

同时，基于谱聚类的时序分割方法无需训练数据的驱动，也取得了理想的结果。

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The similarity measure of spectral clustering algorithm is one of the research hotspots.

相似性测度是谱聚类算法中的一个研究热点。

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Semi-supervised clustering based on spectral clustering

一种基于谱聚类的半监督聚类方法

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Community-finding Algorithm in Complex Networks Based on Spectral Clustering

基于谱聚类的复杂网络社团发现算法

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Cluster analysis of gene expression profile was performed.

进行了基因表达谱聚类分析和比较；

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Research on Segmentation of Lymphatic Ultrasonic Images Based on the Spectral Cluster Ensemble

不同产地小美牛肝菌的红外光谱聚类分析研究谱聚类集成的淋巴结超声图像分割算法

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Application of new algorithm in gene expression profile clustering

一种新算法在基因表达谱聚类中的应用

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Spectral clustering is a new method for text clustering.

谱聚类是文本聚类分析较常用的一种新型方法。

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We propose a spectral clustering based on affinity propagation.

提出了一种基于最近邻传递的谱聚类算法。

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Application of Spectral Cluster Algorithm Based on Graph Partition in Text Mining

基于图划分的谱聚类算法在文本挖掘中应用

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Spectral Clustering Algorithm of Image Texture Based on Rotated Complex Wavelet Transform

基于旋转复小波变换的图像纹理谱聚类算法

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Texture Probing Via Topographic Independent Component Analysis and Spectral Cluster

拓扑图格独立分量分析和谱聚类支持的纹理探测

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