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By leveraging the manner in which TMA implements metabolite inputs and outputs, we also show that metabolites whose possible metabolic fates are inadequately described by a given network reconstruction can be quickly identified.
Matrices I and V are determined by a given network topology and a given interference range.
The main issue in defeasible inheritance is to characterize the set of assertions that are supported by a given network.
I is determined by a given network topology and the interference model we use in this paper.
The efficacy score measures the degree of simplification achieved by a given network partitioning.
The shift of topology towards a less overlapping, more rigid structure might by itself suggest the aging of the system described by a given network.
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While this may be the appropriate strategy when one is fundamentally interested in the modular nature of the dynamics by which a given network was formed, it may not be optimal when one is more interested in understanding the subsequent dynamics or behavior that occur on the real network [13].
We define a Markov process by using a given network topology G and the plausible assumption that all possible interactions are equal likely.
Two rules for enhancing the synchronizability of a given network by a suitable placement of oscillators are given: (i) native frequencies of adjacent oscillators must be anti-correlated and (ii) frequency magnitudes should positively correlate with the degree of the node they are placed at.
Katz centrality measures the relative influence of each node in a given network by taking into account it's immediate neighboring nodes as well as non-immediate neighboring nodes that are connected through immediate neighboring nodes.
Katz centrality measures the relative influence of each node in a given network by taking into account the node's immediate neighbors as well as non-immediate nodes that could be connected to the node by way of its immediate neighbors.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com