Clustering Method of Time Series Based on EMD and K-means Algorithm

Research in Improved Negative Selection Algorithm Based on K-means Clustering

基于K-均值聚类的改进非选择算法研究

Study and Application of k Value Optimization Based on the k-means Clustering Algorithm

基于k-means算法的k值优化的研究与应用

Research on Load Model Based on K-Means Clustering Algorithm

基于K-means聚类算法的负荷模型研究

Research into K-means Clustering Algorithm Based on Dynamic Tunneling System

基于动态隧道系统的K-means聚类算法研究

A Cluster Analysis Method Based on Improved K-Means Algorithm

一种基于改进的K-Means算法的聚类分析方法

Research of K-Means Clustering in Data Mining Based on Genetic Algorithm

基于遗传算法的k-means聚类挖掘方法的研究

A pattern classification of the mean pentad circulations at 500 MB level over East Asia for each NSS by the method of k-mean cluster analysis

应用K均值聚类法对东亚各自然天气季节500毫巴候平均环流的分型试验

In the process of identification, a search method is presented that the K-mean theory in pattern recognition is used in the cost function, which can promote the efficiency of identification.

辨识过程中，提出一种将模式识别中的K平均理论应用于代价函数搜索的方法，提高辨识效率。

Then, This paper introduce Principal Component Analysis theory, give the relation between K-mean and Principal Component Analysis algorithm, describe preliminary studies on K-means algorithm in WSN application.

而后详细介绍主成分的分析技术，分析了K-均值算法和主成分分析算法的相关性，简述前期研究中K-均值算法在无线传感器网络中的应用。

According to the principle, the K-Mean cluster algorithm is adopted. The performance is validated by the actual data, and the selection of class number is studied.

依据该原则，采用K-Mean聚类算法实现了局部异常检测，利用实际数据验证了算法性能，并对聚类中类别数的选择问题进行了研究。

K-Mean Gathers a Kind of Analysis on the Attack Abilities in the 18th Session of World Cup Soccer Game Each Participating Team

K-Mean聚类分析对第18届世界杯足球赛各参赛队进攻能力的研究

Since K-mean algorithm converges quickly while easily getting into local optimum and difference evolution can avoid the disadvantage of the K-mean algorithm.

由于K-mean算法具有收敛快的优点但易陷入局部最优，而差分进化算法可避免K-mean算法陷入局部最优。

Experiment results indicate that the proposed algorithm can save at least 1/ 3 multiplications relative to the basic K-mean clustering algorithm.

实验表明，相对于基本的K均值聚类算法，该方法可以节约1/3以上的计算量。

PP k-Mean Clustering under Least Deviation

最小一乘下的PP k－聚类

Through the research and analysis of wireless sensor network ( WSN) routing, introduce k-mean clustering algorithm for clustering nodes.

通过对无线传感器网络（WSN）路由的研究与分析，引入k-平均聚类算法对节点进行分簇。

Utilizing the principal component and K-mean cluster analysis, the summer rain belts in eastern China have been classified.

利用主分量分析和K-均值聚类分析的方法，对我国东部夏季雨带进行客观的气候分类。

K-mean supervised cluster was done for 10 training cases and additional 20 testing cases based on the set of differential genes.

基于差异表达基因分别对10例分析病例和另外20例验证病例进行k-mean聚类分析；

We used the improved K-mean method to estimate the parameters and the margin linear method for smoothing parameter results in frequency statistics.

在统计词频方面，本文使用了改进的K均值方法对参数进行估计，并采用线性差值法对参数结果进行平滑处理。

The main study of article is: ( 1) A fast method for fractal image coding based on K-mean clustering is proposed.

主要工作如下：（1）基于K均值聚类的快速编码算法。

The K-mean cluster analysis is used to classify the process data and obtain the data sets under various steady operating condition.

提出了一种适用于火电厂生产过程的改进PCA故障检测方法：首先用K均值聚类分析方法对过程数据进行分类得到各稳态工况下的数据；