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At this step, the number of motifs was highly reduced, compared with the original number, which lessened the computational cost.
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This also ensures the smooth avoidance and greatly lessens the computational intricacy of the model.
Microphone pairs between the arrays are not included in order to lessen the computational complexity.
This method also reduces the large dataset into smaller ones that lessens the computational burden significantly.
In an effort to lessen the computational expense of bubble growth simulations without compromising its fundamental shape characteristics, an analytical model is developed.
These findings could serve as additionalcriteria for assessing drug binding residues and could lessen the computational burden of substrate docking searches.
This measure, termed absolute difference, gives the same prediction interval size for all predictions for a given confidence level, but in turn does not require any error model to be fitted and can thus lessen the computational demands.
For the nonlinearity compensation, the novel learning law is derived to lessen the computational cost, where only a scalar weight needs to be updated online for each output of CNN.
This approach offers three main contributions: it includes risk aversion in the optimization routine, it assesses interaction between contracts, and it lessens the computational effort required to solve the constrained nonlinear optimization problem.
In the context of CBN learning, we utilize pathways as priors to facilitate inference and lessen the computational complexity.
For example, focusing the analysis on variants with a predicted function could improve power to detect associations and lessen the computational burden.
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