Spectral Analysis of Directed Graphs using Matrix Perturbation Theory

<p> The spectral space of the adjacency matrix contains important structural information of a given network (graph), where such information can be leveraged in developing a variety of algorithms in applications such as graph partition, structural hierarchy discovery, and anomaly detection. Alt...

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Bibliographic Details
Main Author: Li, Yuemeng
Language:EN
Published: The University of North Carolina at Charlotte 2017
Subjects:
Online Access:http://pqdtopen.proquest.com/#viewpdf?dispub=10618933