938 citations
- Complexity Science HubAT9 papers
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25 papers · 1 filter
Hypergraphx-data: a repository for higher-order network data
Quintino Francesco Lotito, Lorenzo Betti, Berné Nortier +2
The availability of network datasets advances research in network science, machine learning and related fields by enabling empirical analyses and their reproducibility, algorithm d…
Higher-order adaptive behaviors outperform pairwise strategies in mitigating contagion dynamics
Marco Mancastroppa, Márton Karsai, Alain Barrat
When exposed to a contagion phenomenon, individuals may respond to the perceived risk of infection by adopting behavioral changes, aiming to reduce their exposure or their risk of…
Adaptive behaviors neutralize bistable explosive transitions in higher-order contagion
Marco Mancastroppa, Márton Karsai, Alain Barrat
During contagion phenomena, individuals perceiving a risk of infection commonly adapt their behavior and reduce their exposure. The effects of such adaptive mechanisms have been st…
Multilayer network science: theory, methods, and applications
Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda +14
Multilayer network science has emerged as a central framework for analysing interconnected and interdependent complex systems. Its relevance has grown substantially with the increa…
Information theory for hypergraph similarity
Helcio Felippe, Alec Kirkley, Federico Battiston
Comparing networks is essential for a number of downstream tasks, from clustering to anomaly detection. Despite higher-order interactions being critical for understanding the dynam…
Network Inequality through Preferential Attachment, Triadic Closure, and Homophily
Jan Bachmann, Samuel Martin-Gutierrez, Lisette Espín-Noboa +2
Inequalities in social networks arise from linking mechanisms, such as preferential attachment (connecting to popular nodes), homophily (connecting to similar others), and triadic…