Persistent homology of complex networks
@article{Horak2009PersistentHO,
title={Persistent homology of complex networks},
author={D. Horak and S. Maletic and M. Rajkovic},
journal={Journal of Statistical Mechanics: Theory and Experiment},
year={2009},
volume={2009},
pages={03034}
}Long-lived topological features are distinguished from short-lived ones (considered as topological noise) in simplicial complexes constructed from complex networks. A new topological invariant, persistent homology, is determined and presented as a parameterized version of a Betti number. Complex networks with distinct degree distributions exhibit distinct persistent topological features. Persistent topological attributes, shown to be related to the robust quality of networks, also reflect the… CONTINUE READING
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