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谱图属性:网络的定性分类

Spectral Plot Properties: Qualitative Classification of Networks
课程网址: http://videolectures.net/eccs07_banerjee_spp/  
主讲教师: Anirban Banerjee
开课单位: 马克斯普朗克研究所
开课时间: 2007-12-14
课程语种: 英语
中文简介:
我们基于通过网络底层图的拉普拉斯算子检测到的全局定性属性,引入了经验网络的暂定分类方案。我们的方法在不同的应用程序域中识别出几种不同类型的网络,指示隐藏的规则性属性,并为特定类网络的演化或构建背后的节点复制等过程提供证据。
课程简介: We introduce a tentative classification scheme for empirical networks based on global qualitative properties detected through the spectrum of the Laplacian of the graph underlying the network. Our method identifies several distinct types of networks across different domains of applications, indicates hidden regularity properties and provides evidence for processes like node duplication behind the evolution or construction of a given class of networks.
关 键 词: 网络底层图; 拉普拉斯算子; 经验网络
课程来源: 视频讲座网
最后编审: 2020-07-31:yumf
阅读次数: 35