Reduction algorithms for persistence diagrams of networks: CoralTDA and PrunIT

CG Akcora, M Kantarcioglu, Y Gel… - Advances in Neural …, 2022 - proceedings.neurips.cc
Topological data analysis (TDA) delivers invaluable and complementary information on the
intrinsic properties of data inaccessible to conventional methods. However, high …

R programming for Social Network Analysis-A Review

C Maddumage, MP Dhanushika - 2018 3rd International …, 2018 - ieeexplore.ieee.org
Social network data have become richer and easier to collect, but that has pushed the
borders of the prior art of advanced networks. Therefore, capability of scaling social network …

[PDF][PDF] Graph theory package for giac/Xcas

L Marohni - 2022 - raw.githubusercontent.com
This document1 contains an overview of graph theory commands built in giac computation
kernel and supported within the Xcas GUI. The library provides tools for construction …

[PDF][PDF] The Impact of Graph Structure on Small-World Shortest Paths

P Hozhabrierdi, R Zafarani - sbp-brims.org
Numerous studies have been devoted to modeling and estimating shortest-paths in complex
networks. To maintain generality, these studies have neglected a common property of …