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Description: K-means is a clustering algorithm
In the beginning we determine number of cluster K and we assume the centroid or center of these clusters. We can take any random objects as the initial centroids or the first K objects in sequence can also serve as the initial centroids.
There are two function for that the kMeanCluster and distMatrix
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Size: 2048 |
Author: Luis |
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Description: use wavelet analysis to denoise the 4d image and use kmeans to cluster the image
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Size: 1024 |
Author: 李晟 |
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Description: k-means clustering algorithm using MATLAB
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Author: mrohaizat |
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Description: 文档中集成了数据挖掘最常用的几种算法的Matlab源码,其中包括了Kmeans,KNN等算法的源码，希望能对大家有所帮助。-Document incorporates the most commonly used data mining algorithms for the Matlab source code, including Kmeans, KNN algorithms in source code, hoping to help.
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Size: 7168 |
Author: liuming |
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Description: 基于matlab的K-means聚类算法的实现以及二维随机点的聚类结果-Matlab-based K-means clustering algorithm
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Author: han |
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Description: 压缩文件里有四种图像分割的算法源代码，即阈值法、区域增长法、分裂合并法和K均值法。图片可用于检验。-The rar folder includes four source code of image segmentation,ie.thresholding, region growing, splitting and merging, kmeans. The images are able to be used for evaluation and verification.
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Size: 156672 |
Author: 杨岩 |
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Description: pca-kmeans聚类
先将数据(wine,uci数据集)降维处理，在进行聚类-pca-kmeans clustering
use the data of uci:wine.
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Size: 7168 |
Author: 王 |
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Description: kmean函数详细说明，很不错哦！真的很好！-kmean function details, very good, oh!
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Size: 1024 |
Author: care |
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Description: K均值的图像分割 不错的程序 -kmeans-image-segmentation kmeans-image-segmentation kmeans-image-segmentation kmeans-image-segmentation
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Size: 3072 |
Author: 纪昀 |
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Description: This program is an implementation of the k-means algorithm with matlab.
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Size: 3072 |
Author: sq |
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Description: kmeans 实现2维情形的聚类，自己编写的一个matlab实现-kmeans
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Size: 1024 |
Author: 翟磊 |
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Description: 用于数据挖掘聚类分析的简单的K平均算法Matlab源代码-Simple K-means for data mining (Matlab)
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Author: dai |
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Description: EM算法求高斯过程的参数,这种算法的计算过程简单，但是准确度不高-EM algorithm for getting the parameters of Gaussian process, this computation is simple, but accuracy is not high
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Size: 9216 |
Author: Hashiqi |
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Description: k means algorithm in matlab m-file which has a calling function
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Size: 1024 |
Author: Srivatsav |
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Description: 人工智能中经典的分类算法，matlab代码，欢迎大家下载-Classical artificial intelligence classification algorithm, matlab code, are welcome to download
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Size: 2048 |
Author: ysy |
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Description: 彩色图像分割，灰常不错。This function implements kmeans clustering on an input RGB (m x n x 3)
image. The user inputs at least two inputs: IMGIN and NCLUSTERS, and this
function will step through an interactive color segmentation using kmeans clustering. It is interactive in that the user will be prompted to click-define the target colors in the segmentation.-This function implements kmeans clustering on an input RGB (m x n x 3)
image. The user inputs at least two inputs: IMGIN and NCLUSTERS, and this
function will step through an interactive color segmentation using kmeans clustering. It is interactive in that the user will be prompted to click-define the target colors in the segmentation.
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Size: 9216 |
Author: zhuweina |
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Description: color image segmentation code matlab using kmeans
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Size: 1024 |
Author: jimz |
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Description: vector quantization kmeans matlab code
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Size: 4096 |
Author: jimz |
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Description: 分水岭算法，用分水岭算法实现对MRI图像的分割。-Watershed algorithm that USES watershed algorithm for MRI image segmentation.
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Size: 16384 |
Author: chen |
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Description:
聚类分析Matlab工具箱 Version1.0
Clustering Analysis Matlab Toolbox - Trial Version 1.0
------------------------------------------------------------------------------
1、该工具箱包括了常用的三种K-Means聚类分析和ISODATA聚类分析:
...\KMeans\Main_KMeans.m 标准 K-Means 聚类 - 主函数
...\KMeans\Main_FuzzyKMeans.m 模糊 K-Means 聚类 - 主函数
...\KMeans\Main_FuzzyKMeansImproved.m 改进的模糊 K-Means 聚类 - 主函数
...\Isodata\Main_Isodata.m ISODATA聚类算法 - 主函数
2、在matlab环境中首先运行install.m,将工具箱所在路径添加至matlab
3、各子目录下以Main_开头的文件即是主程序文件,直接按快捷键F5运行即可
4、工具箱中所有程序均在 "Windows XP SP2 + Matlab7.1" 环境中调试通过，不能保证在其它平台上正确运行。
5、
作者：陆振波，海军工程大学
欢迎同行来信交流与合作，更多文章与程序下载请访问我的个人主页
电子邮件：luzhenbo@yahoo.com.cn
个人主页：http://blog.sina.com.cn/luzhenbo2-
聚类分析Matlab工具箱 Version1.0
Clustering Analysis Matlab Toolbox- Trial Version 1.0
------------------------------------------------------------------------------
1、该工具箱包括了常用的三种K-Means聚类分析和ISODATA聚类分析:
...\KMeans\Main_KMeans.m 标准 K-Means 聚类- 主函数
...\KMeans\Main_FuzzyKMeans.m 模糊 K-Means 聚类- 主函数
...\KMeans\Main_FuzzyKMeansImproved.m 改进的模糊 K-Means 聚类- 主函数
...\Isodata\Main_Isodata.m ISODATA聚类算法- 主函数
2、在matlab环境中首先运行install.m,将工具箱所在路径添加至matlab
3、各子目录下以Main_开头的文件即是主程序文件,直接按快捷键F5运行即可
4、工具箱中所有程序均在 "Windows XP SP2+ Matlab7.1" 环境中调试通过，不能保证在其它平台上正确运行。
5、
作者：陆振波，海军工程大学
欢迎同行来信交流与合作，更多文章与程序下载请访问我的个人主页
电子邮件：luzhenbo@yahoo.com.cn
个人主页：http://blog.sina.com.cn/luzhenbo2
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Size: 39936 |
Author: 陆振波 |
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