k-means algorithm k均值算法 ; 均值聚类算法 ; 均值法 ; 均值算法
fuzzy k-means algorithm 模糊k均值算法
improved K-means algorithm 改进的K
Parallel K-Means Algorithm 并行K
spherical k-means algorithm 球形的k
Mahout provides driver programs for all of the clustering algorithms, including the k-Means algorithm, aptly named the KMeansDriver.
Mahout为所有集群算法都提供了驱动程序,包括k - Means算法,更合适的名称应该是KMeansDriver。
Local optimality and initialization dependence disadvantages of K-means are analyzed and a PSO-based K-means algorithm is proposed.
针对K均值聚类算法依赖于初始值的选择,且容易收敛于局部极值的缺点,提出一种基于粒群优化的K均值算法。
This article analyzes the deficiency of K-means algorithm and improves the algorithm with relative best partition and weight in the computation of distance of clusters and cases.
针对K -平均算法存在的缺陷,通过引入相对最佳随机划分方法以及在计算样本与簇中心时的权重,改进了K -平均算法。
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