Social network analysis: An overview

S Tabassum, FSF Pereira… - … Reviews: Data Mining …, 2018 - Wiley Online Library
Social network analysis (SNA) is a core pursuit of analyzing social networks today. In
addition to the usual statistical techniques of data analysis, these networks are investigated …

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 …

Ranking in evolving complex networks

H Liao, MS Mariani, M Medo, YC Zhang, MY Zhou - Physics Reports, 2017 - Elsevier
Complex networks have emerged as a simple yet powerful framework to represent and
analyze a wide range of complex systems. The problem of ranking the nodes and the edges …

Identifying influential nodes in large-scale directed networks: the role of clustering

DB Chen, H Gao, L Lü, T Zhou - PloS one, 2013 - journals.plos.org
Identifying influential nodes in very large-scale directed networks is a big challenge relevant
to disparate applications, such as accelerating information propagation, controlling rumors …

Eigenvector-based centrality measures for temporal networks

D Taylor, SA Myers, A Clauset, MA Porter… - Multiscale Modeling & …, 2017 - SIAM
Numerous centrality measures have been developed to quantify the importances of nodes in
time-independent networks, and many of them can be expressed as the leading eigenvector …

Multi-agent systems and complex networks: Review and applications in systems engineering

M Herrera, M Pérez-Hernández, A Kumar Parlikad… - Processes, 2020 - mdpi.com
Systems engineering is an ubiquitous discipline of Engineering overlapping industrial,
chemical, mechanical, manufacturing, control, software, electrical, and civil engineering. It …

Benzene adsorbed on metals: Concerted effect of covalency and van der Waals bonding

W Liu, J Carrasco, B Santra, A Michaelides… - Physical Review B …, 2012 - APS
The adsorption of aromatic molecules on metal surfaces plays a key role in condensed
matter physics and functional materials. Depending on the strength of the interaction …

Dynamic graph metrics: Tutorial, toolbox, and tale

AE Sizemore, DS Bassett - NeuroImage, 2018 - Elsevier
The central nervous system is composed of many individual units–from cells to areas–that
are connected with one another in a complex pattern of functional interactions that supports …

[HTML][HTML] Modeling and interpreting mesoscale network dynamics

AN Khambhati, AE Sizemore, RF Betzel, DS Bassett - NeuroImage, 2018 - Elsevier
Recent advances in brain imaging techniques, measurement approaches, and storage
capacities have provided an unprecedented supply of high temporal resolution neural data …

Predicting temporal social contact patterns for data forwarding in opportunistic mobile networks

H Zhou, VCM Leung, C Zhu, S Xu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we predict nodes' social contact patterns from the temporal perspective, and
propose a novel approach to improve the performance of data forwarding in opportunistic …