A comprehensive survey on community detection with deep learning
Detecting a community in a network is a matter of discerning the distinct features and
connections of a group of members that are different from those in other communities. The …
connections of a group of members that are different from those in other communities. The …
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 …
that one can better understand its function as a whole. Sometimes it is beneficial, however …
Simplicial models of social contagion
Complex networks have been successfully used to describe the spread of diseases in
populations of interacting individuals. Conversely, pairwise interactions are often not …
populations of interacting individuals. Conversely, pairwise interactions are often not …
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 …
Temporal properties of higher-order interactions in social networks
Human social interactions in local settings can be experimentally detected by recording the
physical proximity and orientation of people. Such interactions, approximating face-to-face …
physical proximity and orientation of people. Such interactions, approximating face-to-face …
Inference of hyperedges and overlap** communities in hypergraphs
Hypergraphs, encoding structured interactions among any number of system units, have
recently proven a successful tool to describe many real-world biological and social …
recently proven a successful tool to describe many real-world biological and social …
Statistical physics of vaccination
Historically, infectious diseases caused considerable damage to human societies, and they
continue to do so today. To help reduce their impact, mathematical models of disease …
continue to do so today. To help reduce their impact, mathematical models of disease …
[書籍][B] Statistical analysis of network data with R
ED Kolaczyk, G Csárdi - 2014 - Springer
Networks and network analysis are arguably one of the largest growth areas of the early
twenty-first century in the quantitative sciences. Despite roots in social network analysis …
twenty-first century in the quantitative sciences. Despite roots in social network analysis …
Contact patterns among high school students
J Fournet, A Barrat - PloS one, 2014 - journals.plos.org
Face-to-face contacts between individuals contribute to shape social networks and play an
important role in determining how infectious diseases can spread within a population. It is …
important role in determining how infectious diseases can spread within a population. It is …
[HTML][HTML] Can co-location be used as a proxy for face-to-face contacts?
Technological advances have led to a strong increase in the number of data collection
efforts aimed at measuring co-presence of individuals at different spatial resolutions. It is …
efforts aimed at measuring co-presence of individuals at different spatial resolutions. It is …