Skip to content
/ thesis Public

Software Engineering Honours Thesis on Information Filtering in Complex Networks

Notifications You must be signed in to change notification settings

WillCS/thesis

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

35 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Software Engineering Honours Thesis Project

Information Filtering in Complex Networks

Implementations of network backbone extraction techniques.

Table of Contents

Disparity Filter

Implementation in src/backbones/disparity.py

M. Á. Serrano et al., “Extracting the multiscale backbone of complex weighted networks, ”Proceedings of the National Academy of Sciences of the United States of America, vol. 106, no. 16, pp. 6483–6488, 2009, ISSN: 00278424. [Online]. Available: http://www.jstor.org/stable/40482122.

High Salience Skeleton

Implementation in src/backbones/hss.py

D. Grady et al., “Robust classification of salient links in complex networks,” eng, Nature communications, vol. 3, no. 1, pp. 864–864, 2012, issn: 2041-1723.

Pólya Filter

Implementation in src/backbones/polya.py

R. Marcaccioli et al., “A parametric approach to information filtering in complex networks: The pólya filter,” Nature Communications, vol. 10, no. 1, Feb. 2019, issn: 20411723. doi: 10.1038/s41467-019-08667-3. [Online]. Available: http://dx.doi.org/10.1038/s41467-019-08667-3.

About

Software Engineering Honours Thesis on Information Filtering in Complex Networks

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages