Metrics in the space of high order proximity networks

Weiyu Huang; Alejandro Ribeiro

ICASSP 2015accepted0 citations

Metrics in the space of high order proximity networks

Abstract

This paper presents two families of distances in the space of high order proximity networks. The distances measure differences between networks and are shown to be valid metrics in the space of high order proximity networks modulo permutation isomorphisms. Practical implications are explored by comparing the coauthorship networks of two popular signal processing researchers. The metrics succeed in identifying their respective collaboration patterns.

BibTeX

@inproceedings{icassp2015_metricsinthespac,
  title = {Metrics in the space of high order proximity networks},
  author = {Weiyu Huang and Alejandro Ribeiro},
  booktitle = {ICASSP 2015},
  year = {2015}
}