408 citations · 474 across the 7 of their papers we have counts for
14 papers
Severability of mesoscale components and local time scales in dynamical networks
Yun William Yu, Jean-Charles Delvenne, Sophia N. Yaliraki +1
A major goal of dynamical systems theory is the search for simplified descriptions of the dynamics of a large number of interacting states. For overwhelmingly complex dynamical sys…
Multi-scale Anomaly Detection on Attributed Networks
Leonardo Gutiérrez-Gómez, Alexandre Bovet, Jean-Charles Delvenne
Many social and economic systems can be represented as attributed networks encoding the relations between entities who are themselves described by different node attributes. Findin…
Network constraints on the mixing patterns of binary node metadata
Matteo Cinelli, Leto Peel, Antonio Iovanella +1
We consider the network constraints on the bounds of the assortativity coefficient, which measures the tendency of nodes with the same attribute values to be interconnected. The as…
Unsupervised Network Embedding for Graph Visualization, Clustering and Classification
Leonardo Gutiérrez-Gómez, Jean-Charles Delvenne
A main challenge in mining network-based data is finding effective ways to represent or encode graph structures so that it can be efficiently exploited by machine learning algorith…
Rock-Paper-Scissors Random Walks on Temporal Multilayer Networks
Martin Gueuning, Sibo Cheng, Renaud Lambiotte +1
We study diffusion on a multilayer network where the contact dynamics between the nodes is governed by a random process and where the waiting time distribution differs for edges fr…
The anatomy of Reddit: An overview of academic research
Alexey N. Medvedev, Renaud Lambiotte, Jean-Charles Delvenne
Online forums provide rich environments where users may post questions and comments about different topics. Understanding how people behave in online forums may shed light on the f…