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Compared to the iterative SimRank computation, the time and space cost of similarity computation is significantly reduced, since WebSim maintains only the similarity matrix of 1-hop that is much smaller than that of multi-hop.
However, in terms of algorithm computation, the time and energy spent on transferring values between function units and register files are wasted, not contributing to actual computation directly, since only the energy spent while computing in function units is actually useful to compute results.
To insure good accuracy of the computation, the time step is dt = 3 ps, which also corresponds to the time resolution of our TCSPC setup (Subsection 4.1).
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Irrespective of the radionuclide and of the method used for computation, the time-integrated activity in kidneys, as well as D, was significantly higher for DOTATATE (t-test: P = 0.008).
The addition of the proposed method increased the computation time no more than four times the original computation time.
The computation time for the pre-processing linearly increases with the size of the dataset.
In the case of N = 20, the computation time of the ILP problem was 238 [sec].
Parallel computing would be a promising strategy to reduce the computation time of the algorithm.
However, the computation time of the present application allowed for placing the maximum number of knots.
Finally, we show the computation time of the proposed method.
The computation time for the geometrical distance matrix is quadratic.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com