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大数据集聚类分析:一种最大化混合似然的有效算法

Cluster Analysis for Large Datasets: An Effective Algorithm for Maximizing the Mixture Likelihood

Journal of Computational and Graphical Statistics · 2000
被引 8
ABS 3

中文导读

提出一种针对大数据集的高效聚类算法,通过最大化混合似然来改进聚类效果,适用于处理大规模数据的统计计算场景。

Abstract

Daniel A. Coleman, David L. Woodruff, Cluster Analysis for Large Datasets: An Effective Algorithm for Maximizing the Mixture Likelihood, Journal of Computational and Graphical Statistics, Vol. 9, No. 4 (Dec., 2000), pp. 672-688

聚类分析大数据最大似然估计EM算法计算统计