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algorithm for k means clustering in matlab
Date : 2025-12-31 Size : 2kb User : thiaygu

简明扼要介绍k均值算法使用方法及注意事项,有利于初学者学习-A concise introduction to the use of methods and precautions k-means algorithm, beneficial for beginners to learn
Date : 2025-12-31 Size : 135kb User : 戴鹏睿

由于K-means 聚类方法对遥感图像进行分类时,对训练样本的选取依赖性很大,容易陷入局部最优的陷阱的情况,本文提出利用模拟退化算法对K-means 的聚类进行优化以获得 全局最优解的分类新方案。并以多波段影像为例进行验证分析,结果表明该方法可行,收敛 结果优于K-means 聚类算法,分类精度相对传统的K-means 算法更高。-Because K-means clustering classification depend on the training sample selection,great easy to fall into local optimum, in this paper , using Simulated Annealing algorithm to optimize K-means cluster analysis to obtain the global best optimal solution of the classification of 20 the new program. And multi-band image as an example to verify the analysis results, showing that the method is feasible, convergence results are better than K-means clustering algorithm, classification accuracy compared to traditional K-means algorithm is higher
Date : 2025-12-31 Size : 428kb User : huaoking

X-means k-means扩展 论文 聚类-X-means Extending of k-means cluster
Date : 2025-12-31 Size : 182kb User : poisition123

初略介绍k-means,初学者可通过此文档认识什么是k-means算法-Slightly introduced at the beginning of k- means, beginners can pass this document to know what is k- means algorithm
Date : 2025-12-31 Size : 216kb User : 刘洋

k-means 在hadoop mahout上的运作-the K-Means algorithm using on hadiio mahout
Date : 2025-12-31 Size : 1kb User : linjhen
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