A conceptual review of persistent homology techniques, filtrations, algorithms, and applications for complex networks, including a proposed unified framework.
Bulletin of the American Mathematical Society 45(1), 61–75 (2008)
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Persistence Homology of Networks: Methods and Applications
A conceptual review of persistent homology techniques, filtrations, algorithms, and applications for complex networks, including a proposed unified framework.