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12/25/2022
Escape times for subgraph detection and graph partitioning
We provide a rearrangement based algorithm for fast detection of subgrap...
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10/27/2022
Ranking Edges by their Impact on the Spectral Complexity of Information Diffusion over Networks
Despite the numerous ways now available to quantify which parts or subsy...
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08/03/2022
One Node at a Time: Node-Level Network Classification
Network classification aims to group networks (or graphs) into distinct ...
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06/25/2020
A metric on directed graphs and Markov chains based on hitting probabilities
The shortest-path, commute time, and diffusion distances on undirected g...
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06/14/2019
Supracentrality Analysis of Temporal Networks with Directed Interlayer Coupling
We describe centralities in temporal networks using a supracentrality fr...
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10/24/2018
A Map Equation with Metadata: Varying the Role of Attributes in Community Detection
As the No Free Lunch theorem formally states [1], algorithms for detecti...
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03/07/2018
Stochastic Block Models with Multiple Continuous Attributes
The stochastic block model (SBM) is a probabilistic model for community ...
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07/07/2015