Description: K-means算法是一种动态聚类方法，这种方法先选择若干样本作为聚类的中心，在按某种聚类准则（通常采用最小距离原则）使各种样本向各个中心积聚，从而得到初始的分类，然后，判断分类的合理性，如果不合理，就修改分类，如此反复的修改聚类的迭代运算，直到合理为止。-K-means algorithm is a dynamic clustering method, this method, select the number of samples as a cluster center in the cluster by some criteria (usually the principle of minimum distance) to the centers to the accumulation of a variety of samples, resulting in the initial classification, then determine the classification is reasonable, if unreasonable, to modify the classification, so repeatedly modified clustering iteration, until a reasonable date. Platform: |
Size: 54272 |
Author:wjj |
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Description: K均值有效执行++多元数据的聚类算法。它已经表明，该算法具有的总群集内距离的期望值是日志（K）的竞争力的上限。此外，K -均值++通常远高于香草收敛K均值少。-An efficient implementation of the k-means++ algorithm for clustering multivariate data. It has been shown that this algorithm has an upper bound for the expected value of the total intra-cluster distance which is log(k) competitive. Additionally, k-means++ usually converges in far fewer than vanilla k-means. Platform: |
Size: 2048 |
Author:driiawrl |
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Description: he problem of segmenting images of objects with
smooth surfaces is considered. The algorithm we present is a
generalization of the ,K-means clustering algorithm to include
spatial constraints and to account for local intensity variations
in the image.-he problem of segmenting images of objects with
smooth surfaces is considered. The algorithm we present is a
generalization of the ,K-means clustering algorithm to include
spatial constraints and to account for local intensity variations
in the image. Platform: |
Size: 97280 |
Author:sujith |
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Description: 对文本聚类的向量空间模型机制VSM以及Kmeans等讲解比较详细，是研究文本聚类的好书籍-Clustering of text vector space model to explain the mechanism of VSM and Kmeans and other more detailed, study of text clustering is a good book Platform: |
Size: 2488320 |
Author:zhan |
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Description: Kmeans聚类算法的matlab实现，测试用例使用的是身高和体重（放到.txt文件，从该文件中读取数据），根据身高体重划分为男女两类（上传文件中的sample即为测试例）-Kmeans clustering algorithm matlab implementation, test cases using height and weight (put. Txt file, read from the file data), classified according to height and weight categories for men and women (the uploaded file is the test sample cases) Platform: |
Size: 5120 |
Author:Rhonda |
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Description: 用matlab编写的k均值聚类程序，可直接运行调用-Prepared by the MATLAB K mean clustering procedures, can be directly run call
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Size: 179200 |
Author:林诺诺 |
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Description: kmeans函数：输入为类别数量k和数据矩阵A；输出为聚类结果A，和迭代次数，并将聚类结果数据以excel形式保存在工作路径下-kmeans function: Enter the number of categories k and the data matrix A output of the clustering results A, and the number of iterations, and the results of the clustering data to excel in the form stored in the working path Platform: |
Size: 4096 |
Author:吴晓辰 |
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Description: kmeans聚类算法，比较经典的算法，里面有讲解，容易理解-kmeans clustering algorithm to compare the classical algorithm, which has to explain, easy to understand Platform: |
Size: 7168 |
Author:张艳华 |
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Description: kmeans聚类算法实现图像分割， 基于K-MEAN的图像分割,方便实用，对于图像处理的研究生很有参考价值的！-kmeans clustering algorithm for image segmentation, image segmentation based on K-MEAN, convenient and practical, for image processing graduate of great reference value! Platform: |
Size: 3072 |
Author:吴轩 |
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