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A framework for the construction of generative models for mesoscale structure in multilayer networks

Abstract:

Multilayer networks allow one to represent diverse and coupled connectivity patterns—such as time-dependence, multiple subsystems, or both—that arise in many applications and which are difficult or awkward to incorporate into standard network representations. In the study of multilayer networks, it is important to investigate mesoscale (i.e., intermediate-scale) structures, such as dense sets of nodes known as communities, to discover network features that are not apparent at the microscale o...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1103/PhysRevResearch.2.023100

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Institution:
University of Oxford
Department:
Mathematical Institute
Role:
Author
More by this author
Institution:
University of Oxford
Department:
Mathematical Institute
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Mathematical Institute
Oxford college:
Christ Church
Role:
Author
ORCID:
0000-0001-7938-370X
More by this author
Institution:
University of Oxford
Department:
Mathematical Institute
Role:
Author
Publisher:
American Physical Society
Journal:
Physical Review Research More from this journal
Volume:
2
Issue:
2
Article number:
023100
Publication date:
2020-04-30
Acceptance date:
2019-12-11
DOI:
Language:
English
Keywords:
Pubs id:
pubs:1077519
UUID:
uuid:234c3a00-1bed-4240-bbf0-3d6a3884c309
Local pid:
pubs:1077519
Source identifiers:
1077519
Deposit date:
2019-12-12

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