42 citations · 105 across the 9 of their papers we have counts for
4 papers · 1 filter
netrd: A library for network reconstruction and graph distances
Stefan McCabe, Leo Torres, Timothy LaRock +4
Over the last two decades, alongside the increased availability of large network datasets, we have witnessed the rapid rise of network science. For many systems, however, the data…
The why, how, and when of representations for complex systems
Leo Torres, Ann S. Blevins, Danielle S. Bassett +1
Complex systems thinking is applied to a wide variety of domains, from neuroscience to computer science and economics. The wide variety of implementations has resulted in two key c…
Node Immunization with Non-backtracking Eigenvalues
Leo Torres, Kevin S. Chan, Hanghang Tong +1
The non-backtracking matrix and its eigenvalues have many applications in network science and graph mining, such as node and edge centrality, community detection, length spectrum t…
Graph Distance from the Topological View of Non-backtracking Cycles
Leo Torres, Pablo Suarez-Serrato, Tina Eliassi-Rad
Whether comparing networks to each other or to random expectation, measuring dissimilarity is essential to understanding the complex phenomena under study. However, determining the…