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Based on this diffusion parameter, the system decides whether a given protein in a neurite will have the same dynamic properties as the soma's and be presented by the same node in the regulatory network, or whether it will have separate properties based on a different node connected to the same regulatory network.
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In this paper, based on the diffusion process, we propose a new concept of global geometric affinity and an accompanying computational scheme to filter the uncertain PPIs, namely, reduce the spurious PPIs and recover the missing PPIs in the network.
Based on the diffusion states from this modified random walk, we learned a low-dimensional vector representation of the ontology graph using the same procedure as the one for molecular networks.
Then the diffusion coefficient D and interfacial mass transfer coefficient k were estimated from the calculated dimensionless concentration data at different time and membrane depth by a trial-and-error method based on the diffusion equation initiated in this paper.
In this section we describe a theoretical model based on the diffusion convection equation (e.g., Skilling 1975).
In this section, we introduce two novel speech separation schemes based on the diffusion framework.
Thus, the distributed estimation algorithms based on the diffusion strategy and the RLS adaptive technique are investigated in this paper.
The Corps is a community-based grassroots outreach program, the guiding principles and practices of which have been based on the diffusion model of innovation.
Another major category of rate separation methods is based on the diffusion of molecules through semipermeable barriers.
The methods are based on the diffusion LMS strategy that was introduced in [30].
A simple model based on the diffusion convection equation explains the result well.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com