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Other potential problems include differences in size and density of connection matrices, the use of different parcellation schemes, data sources, anatomical tracing methods, spatial resolution, inclusion or lack of thalamic regions, and uncertain regional homologies.
The consistency score, a measure of the causal consistency and density of connection in a regulator effects network, was also calculated with IPA.
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These oscillatory dynamics are robust to variations in connectivity over a range of at least 80%–120% of their original values (figure 4), and to changes in the density of connections from 100% to 10% connectivity (figure 3).
In both cases, the density of connections is what brings the real intellectual fun and joy.
The clustering coefficient ({text{ cc }}_i) characterizes the density of connections close to vertex (i).
These bursts increase both the density of connections between a user's followers and the similarity of a user with her followers.
Here we show that the number of nodes and the density of connections in such self-organized networks exhibit a power law relationship.
A modular view of a network offers a coarse-grained perspective in which nodes are classified in subsets on the basis of their topological position and, in particular, the density of connections between and within groups.
Extensive benchmarking tests, which involve 200 FCMs with varying size and density of connections, performed on both synthetic and real-life data quantifies the performance of the development method and emphasizes its suitability.
For such a reason, some works [52 54] estimate the quality of a community detection algorithm by measuring some internal measures of quality of detected communities, based on topological characteristics (for example, the network modularity to establish the density of connections among and within communities, or the stability of eigenvalues of the Laplacian graph).
Simulation runs show, among other results, that (a) the simulation exhibits network effects, i.e., the model captures the beneficial effect of collaboration; (b) the density of connections produces diminishing returns in term of the benefits on the invention rate; and (c) limits on the cognitive capacity of the individual agents have the counterintuitive consequence of focusing their efforts.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com