222 citations · 1.3k across the 45 of their papers we have counts for
4 papers · 1 filter
Ranking Edges by their Impact on the Spectral Complexity of Information Diffusion over Networks
Jeremy Kazimer, Manlio de Domenico, Peter J. Mucha +1
Despite the numerous ways now available to quantify which parts or subsystems of a network are most important, there remains a lack of centrality measures that are related to the c…
Persistent Homology with k-nearest-neighbor Filtrations reveals Topological Convergence of PageRank
Minh Quang Le, Dane Taylor
Graph-based representations of point-cloud data are widely used in data science and machine learning, including epsilon-graphs that contain edges between pairs of data points that…
A tensor factorization model of multilayer network interdependence
Izabel Aguiar, Dane Taylor, Johan Ugander
Multilayer networks describe the rich ways in which nodes are related by accounting for different relationships in separate layers. These multiple relationships are naturally repre…
Simplicial cascades are orchestrated by the multidimensional geometry of neuronal complexes
Bengier Ulgen Kilic, Dane Taylor
Cascades arise in many contexts (e.g., neuronal avalanches, social contagions, and system failures). Despite evidence that propagations often involve higher-order dependencies, cas…