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k-means 聚类方法,用c++实现。-k-means,a method of clustering, implemented in c plus plus language.
Update : 2024-04-29 Size : 707584 Publisher : 暮霭楚天

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k-means 算法 step1 初始化K个质心 step2 将所有的点分配给最近的质心 step3 更新质心 step4 若质心都没用变化,则停止,否则返回step2 -k-means algorithm is initialized step1 step2 K a center of mass of all the points assigned to the nearest centroid centroid step3 step4 update no use if the change in the center of mass, then stop, otherwise return to step2
Update : 2024-04-29 Size : 44032 Publisher : vince

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数据挖掘算法源代码 k-means聚类算法的C#代码-Source code data mining algorithms k-means clustering algorithm C# code
Update : 2024-04-29 Size : 102400 Publisher : 张健飞

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GA-k-means算法 基于遗传算法的k_means聚类方法的研究(33-48)-GA-k-means algorithm
Update : 2024-04-29 Size : 2048 Publisher : xfx

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 K-means算法是最为经典的基于划分的聚类方法,是十大经典数据挖掘算法之一。K-means算法的基本思想是:以空间中k个点为中心进行聚类,对最靠近他们的对象归类。通过迭代的方法,逐次更新各聚类中心的值,直至得到最好的聚类结果。-K-means algorithm is based on the division of the classic clustering method, is ten classic one of data mining algorithm. K-means the basic idea of the algorithm is: to the space K point as the center of the cluster analysis, near their object classification. Through the iterative method, each successive update clustering center value, until get the best clustering results.
Update : 2024-04-29 Size : 1024 Publisher : 彭立军

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基于K-means聚类算法的社团发现方法 先定义了网络中节点关联度,并构建了节点关联度矩阵, 在此基础上给出了一种基于 K-means聚类算法的复杂网络社团发现方法。 以最小关联度原则选取新的聚类中心, 以最大关联度原则进行模式归类,直到所有的节点都划分完为止, 最后根据模块度来确定理想的社团数-K-means clustering algorithm based on the association discovery To define a network node correlation, and build the node correlation matrix in this basis, given a K-means clustering algorithm based on a complex network of associations that way. The principle of the minimum correlation to select a new cluster center to the principle of maximum correlation pattern classification until all the nodes are divided until the end, the last under the module to determine the degree of the ideal number of community
Update : 2024-04-29 Size : 115712 Publisher : maverick

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用matlab7.0编写的k均值算法,参数可调节,很好用-K-MEANS MATLAB
Update : 2024-04-29 Size : 19456 Publisher : ghw

K-Means算法,不要求建立模型之后对结果进行新的预测,没有相应的标签,只是根据数据的特征对数据进行聚类。主成分分析降维对数据进行可视化操作,对features进行降维.(K-Means algorithm does not require the establishment of the model after the new prediction of the results, there is no corresponding tag, but only on the characteristics of data clustering data. The principal component analysis reduces the dimension, carries on the visualization operation to the data, reduces the dimension to the features.)
Update : 2024-04-29 Size : 33792 Publisher : 赵嘉慧

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此种k-means 算法可以快速的对随机产生的随机数据,进行分类,而且分类的效果比较好,效果直观。(This kind of k-means algorithm can quickly classify randomly generated random data and classify it, and the classification effect is better and the effect is intuitive.)
Update : 2024-04-29 Size : 19456 Publisher : 宁采臣

k means for clustering. v v v important
Update : 2024-04-29 Size : 13312 Publisher : zeeshan

K-means算法MATLAB仿真,利用一副图像作为数据实现K聚类算法仿真(K-means algorithm, MATLAB simulation)
Update : 2024-04-29 Size : 106496 Publisher : casc_zxy

k-means 聚类和分割的图像处理方法(k-means and segement image process)
Update : 2024-04-29 Size : 6144 Publisher : scofieldchd

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Coursera machine learning ex7 assignment,K-means(Coursera machine learning ex7 assignment)
Update : 2024-04-29 Size : 10928128 Publisher : @@@!

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使用k-means算法对图像进行分割,并利用遗传算法对k-means算法加以改进(The k-means algorithm is used for the segment of images, and the genetic algorithm is used to improve the k-means algorithm)
Update : 2024-04-29 Size : 2048 Publisher : smile_ljx

k-means以空间中k个点为中心进行聚类,对最靠近他们的对象归类 c++实现代码(C++ implementation code of k-means)
Update : 2024-04-29 Size : 3072 Publisher : woddas

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在里面的的是一些关于k-means的东西,用的mnist数据(I try the Mnits data and use K-means to doing the clustering)
Update : 2024-04-29 Size : 3072 Publisher : xiaodiaowa

利用k-means算法实现二维平面点的聚类,包括了运行源代码和结果图(The k-means algorithm is used to realize the clustering of two-dimensional plane points, including the running source code and the result graph)
Update : 2024-04-29 Size : 50176 Publisher : huan222

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K-means聚类程序,可用于聚类问题,自动产生大量数据,生成聚类图片(K-means clustering program, can be used for clustering problems, automatically generate large amounts of data, generate clustering images)
Update : 2024-04-29 Size : 23552 Publisher : 黄老狗

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K-means的简单实现,期中例子是实现了几组,程序简单,缺陷比较明显(Simple implementation of K-means)
Update : 2024-04-29 Size : 1024 Publisher : boy770422341

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实现k-means聚类算法,里面有数据可以作为测试(This file is use to achieve k-means clustering algorithm.There are data can be used as a test.)
Update : 2024-04-29 Size : 8192 Publisher : 峰谷
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