Structure in Complex Networks / Edition 1

Structure in Complex Networks / Edition 1

by Jorg Reichardt
     
 

This research monograph introduces the reader to two specific aspects-- clustering techniques and dimensionality reduction--in the context of complex network analysis.

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Overview

This research monograph introduces the reader to two specific aspects-- clustering techniques and dimensionality reduction--in the context of complex network analysis.

Product Details

ISBN-13:
9783642099656
Publisher:
Springer Berlin Heidelberg
Publication date:
12/15/2010
Series:
Lecture Notes in Physics Series, #766
Edition description:
Softcover reprint of hardcover 1st ed. 2009
Pages:
151
Product dimensions:
6.14(w) x 9.21(h) x 0.36(d)

Table of Contents

to Complex Networks.- Standard Approaches to Network Structure: Block Modeling.- A First Principles Approach to Block Structure Detection.- Diagonal Block Models as Cohesive Groups.- Modularity of Dense Random Graphs.- Modularity of Sparse Random Graphs.- Applications.- Conclusion and Outlook.

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