Exact and rapid linear clustering of networks with dynamic programming
We study the problem of clustering networks whose nodes have imputed or physical
positions in a single dimension, for example prestige hierarchies or the similarity dimension …
positions in a single dimension, for example prestige hierarchies or the similarity dimension …
Optimisation of the coalescent hyperbolic embedding of complex networks
Several observations indicate the existence of a latent hyperbolic space behind real
networks that makes their structure very intuitive in the sense that the probability for a …
networks that makes their structure very intuitive in the sense that the probability for a …
Joint Detection of Community and Structural Hole Spanner of Networks in Hyperbolic Space
Q Nie, H Jiang, SD Zhong, Q Wang, JJ Wang, H Wang… - Entropy, 2022 - mdpi.com
Community detection and structural hole spanner (the node bridging different communities)
identification, revealing the mesoscopic and microscopic structural properties of complex …
identification, revealing the mesoscopic and microscopic structural properties of complex …
Investigating internal migration with network analysis and latent space representations: an application to Turkey
Human migration patterns influence the redistribution of population characteristics over the
geography and since such distributions are closely related to social and economic …
geography and since such distributions are closely related to social and economic …
The hierarchical organisation and dynamics of complex networks
D McDonald - 2021 - etheses.bham.ac.uk
Complex networks offer flexible representations of complex heterogeneous real-world
systems. They are often weighted, attributed, directed and/or dynamic. As such, gaining an …
systems. They are often weighted, attributed, directed and/or dynamic. As such, gaining an …
Essays in learning representations of complex networks
F Gürsoy - 2021 - 193.140.201.98
This thesis contains three essays in learning representation of complex networks, the first
two of which develop new methods and the third utilizes these methods in a real-world …
two of which develop new methods and the third utilizes these methods in a real-world …
Hyperbolic embedding of functional brain network and its applications
위원석 - 2021 - s-space.snu.ac.kr
For most of the real-world networks, geometry plays an important role in organizing the
network, and recent works have revealed that the geometry in the structural brain network is …
network, and recent works have revealed that the geometry in the structural brain network is …