The power of any kind of network approach lies in the ability to simplify a complex system so
that one can better understand its function as a whole. Sometimes it is beneficial, however …

A network is a collection of nodes and edges, where an edge connects two nodes. Many
social, natural and engineered systems can be represented as networks. Examples include …

A great variety of systems in nature, society and technology–from the web of sexual contacts
to the Internet, from the nervous system to power grids–can be modeled as graphs of …

Empirical temporal networks display strong heterogeneities in their dynamics, which
profoundly affect processes taking place on these networks, such as rumor and epidemic …

Temporal networks are commonly used to represent systems where connections between
elements are active only for restricted periods of time, such as telecommunication, neural …

In temporal networks, where nodes interact via sequences of temporary events, information
or resources can only flow through paths that follow the time ordering of events. Such …

Great minds think alike! Many researchers have gotten the idea that there is structure in the
times of when things happen, in addition to network structure, that can be exploited in …

The time variation of contacts in a networked system may fundamentally alter the properties
of spreading processes and affect the condition for large-scale propagation, as encoded in …

Interactions among units in complex systems occur in a specific sequential order, thus
affecting the flow of information, the propagation of diseases, and general dynamical …

We introduce the idea of temporal graphs, a representation that encodes temporal data into
graphs while fully retaining the temporal information of the original data. This representation …