Temporal networks

P Holme, J Saramäki - Physics reports, 2012 - Elsevier
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 …

Modern temporal network theory: a colloquium

P Holme - The European Physical Journal B, 2015 - Springer
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 …

Foundations and modeling of dynamic networks using dynamic graph neural networks: A survey

J Skarding, B Gabrys, K Musial - iEEE Access, 2021 - ieeexplore.ieee.org
Dynamic networks are used in a wide range of fields, including social network analysis,
recommender systems and epidemiology. Representing complex networks as structures …

Dynamic multi-scale topological representation for enhancing network intrusion detection

M Zhong, M Lin, Z He - Computers & Security, 2023 - Elsevier
Network intrusion detection systems (NIDS) play a crucial role in maintaining network
security. However, current NIDS techniques tend to neglect the topological structures of …

[BOOK][B] A guide to temporal networks

N Masuda, R Lambiotte - 2016 - World Scientific
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 …

Mobility-and load-adaptive controller placement and assignment in LEO satellite networks

L Chen, F Tang, X Li - IEEE INFOCOM 2021-IEEE Conference …, 2021 - ieeexplore.ieee.org
Software-defined networking (SDN) based LEO satellite networks can make full use of
satellite resources through flexible function configuration and efficient resource …

[HTML][HTML] Computing maximal cliques in link streams

T Viard, M Latapy, C Magnien - Theoretical Computer Science, 2016 - Elsevier
A link stream is a collection of triplets (t, u, v) indicating that an interaction occurred between
u and v at time t. We generalize the classical notion of cliques in graphs to such link streams …

Edge exploration of temporal graphs

BM Bumpus, K Meeks - Algorithmica, 2023 - Springer
We introduce a natural temporal analogue of Eulerian circuits and prove that, in contrast to
the static case, it is NP-hard to determine whether a given temporal graph is temporally …

Temporal network optimization subject to connectivity constraints

GB Mertzios, O Michail, PG Spirakis - Algorithmica, 2019 - Springer
In this work we consider temporal networks, ie networks defined by a labeling λ λ assigning
to each edge of an underlying graph G a set of discrete time-labels. The labels of an edge …

Contact-based model for epidemic spreading on temporal networks

A Koher, HHK Lentz, JP Gleeson, P Hövel - Physical Review X, 2019 - APS
We present a contact-based model to study the spreading of epidemics by means of
extending the dynamic message-passing approach to temporal networks. The shift in …