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[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …
of the interactions among their units. Over the past decades, a variety of complex systems …
What are higher-order networks?
Network-based modeling of complex systems and data using the language of graphs has
become an essential topic across a range of different disciplines. Arguably, this graph-based …
become an essential topic across a range of different disciplines. Arguably, this graph-based …
Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes
Higher-order networks have emerged as a powerful framework to model complex systems
and their collective behavior. Going beyond pairwise interactions, they encode structured …
and their collective behavior. Going beyond pairwise interactions, they encode structured …
The why, how, and when of representations for complex systems
Complex systems, composed at the most basic level of units and their interactions, describe
phenomena in a wide variety of domains, from neuroscience to computer science and …
phenomena in a wide variety of domains, from neuroscience to computer science and …
The structure and dynamics of multilayer networks
In the past years, network theory has successfully characterized the interaction among the
constituents of a variety of complex systems, ranging from biological to technological, and …
constituents of a variety of complex systems, ranging from biological to technological, and …
Higher-order motif analysis in hypergraphs
A deluge of new data on real-world networks suggests that interactions among system units
are not limited to pairs, but often involve a higher number of nodes. To properly encode …
are not limited to pairs, but often involve a higher number of nodes. To properly encode …
Random walks on hypergraphs
In the past 20 years network science has proven its strength in modeling many real-world
interacting systems as generic agents, the nodes, connected by pairwise edges …
interacting systems as generic agents, the nodes, connected by pairwise edges …
A survey on hypergraph mining: Patterns, tools, and generators
Hypergraphs, which belong to the family of higher-order networks, are a natural and
powerful choice for modeling group interactions in the real world. For example, when …
powerful choice for modeling group interactions in the real world. For example, when …
Exploring open government data ecosystems across data, information, and business
J Fang, L Zhao, S Li - Government Information Quarterly, 2024 - Elsevier
Abstract Although the Open Government Data (OGD) movement is flourishing globally, the
large-scale utilization and value creation of OGD has not really opened yet, which is far from …
large-scale utilization and value creation of OGD has not really opened yet, which is far from …
Hypergraphs and cellular networks
Background The understanding of biological networks is a fundamental issue in
computational biology. When analyzing topological properties of networks, one often tends …
computational biology. When analyzing topological properties of networks, one often tends …