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关于聚类形式化的几点思考

Some Ideas for Formalizing Clustering
课程网址: http://videolectures.net/nipsworkshops09_memoli_sif/  
主讲教师: Facundo Memoli
开课单位: 斯坦福大学
开课时间: 2010-01-19
课程语种: 英语
中文简介:
尽管是无监督探索性数据分析中最常用的工具之一,尽管其广泛的文献对聚类方法的理论基础知之甚少。我们一直在研究各种数学方法,这些方法允许在拓扑和度量几何的基础上扩展早期结果。我们将在研讨会上给出一个概述。
课程简介: Despite being one of the most commonly used tools for unsupervised exploratory data analisys and despite its and extensive literature very little is known about the theoretical foundations of clustering methods. We have been working on various mathematical approaches which allow the extension of earlier results in this area based on ideas from topology and metric geometry. We will give an overview at the workshop.
关 键 词: 数据分析; 无监督; 聚类方法
课程来源: 视频讲座网
最后编审: 2019-09-07:lxf
阅读次数: 56