Consistency of community structure in complex networks
MA Riolo, MEJ Newman - Physical Review E, 2020 - APS
The most widely used techniques for community detection in networks, including methods
based on modularity, statistical inference, and information theoretic arguments, all work by …
based on modularity, statistical inference, and information theoretic arguments, all work by …
Power-grid stability predictions using transferable machine learning
Complex network analyses have provided clues to improve power-grid stability with the help
of numerical models. The high computational cost of numerical simulations, however, has …
of numerical models. The high computational cost of numerical simulations, however, has …
Using clustering ensemble to identify banking business models
The business models of banks are often seen as the result of a variety of simultaneously
determined managerial choices, such as those regarding the types of activities, funding …
determined managerial choices, such as those regarding the types of activities, funding …
Consistency landscape of network communities
The concept of community detection has long been used as a key device for handling the
mesoscale structures in networks. Suitably conducted community detection reveals various …
mesoscale structures in networks. Suitably conducted community detection reveals various …
Global decomposition of networks into multiple cores formed by local hubs
Networks are ubiquitous in various fields, representing systems where nodes and their
interconnections constitute their intricate structures. We introduce a network decomposition …
interconnections constitute their intricate structures. We introduce a network decomposition …
Multi-scale Laplacian community detection in heterogeneous networks
Heterogeneous and complex networks represent intertwined interactions between real-
world elements or agents. Determining the multiscale mesoscopic organization of clusters …
world elements or agents. Determining the multiscale mesoscopic organization of clusters …
Exploring 3D community inconsistency in human chromosome contact networks
Researchers have developed chromosome capture methods such as Hi-C to better
understand DNA's 3D folding in nuclei. The Hi-C method captures contact frequencies …
understand DNA's 3D folding in nuclei. The Hi-C method captures contact frequencies …
On structural and dynamical factors determining the integrated basin instability of power-grid nodes
In electric power systems delivering alternating current, it is essential to maintain its
synchrony of the phase with the rated frequency. The synchronization stability that quantifies …
synchrony of the phase with the rated frequency. The synchronization stability that quantifies …