To guarantee that we had selected a robust function set of genes for drugs and diseases, we included other functionally related genes, thereby extending our understanding for drug mode of action or disease pathophysiology.
Our group is actively interested in structure based function prediction, and has, to this end, developed a robust function recognition algorithm called FEATURE, which examines 3D environments of molecules in a way that is neither strictly sequence nor fold based.
Finally, the AISIR system introduces a robust mapping function estimation scheme based on the proposed modified Geman McClure M-estimation scheme.
A robust routine immunization system functioning within the health system is required to achieve and sustain our ambitious goals.
One remarkable property of biochemical networks is robust functioning over a wide range of perturbations and environmental conditions.
Also, Tcasα6 exon 8b is completely conserved in Anopheles and Apis, indicating an evolutionarily robust function for this exon.
Moreover, the results of simulations have indicated that the conventional RLS with VFF (RLSVF) is highly sensitive to outliers, since it does not use a robust influence function, ψ, in the parameter and weighted matrix update equations (see Eqs. 14 and 15).
Although the mean is rather sensitive in the presence of outliers, the use of a robust regression function circumvents this limitation.
Most studies have indicated a robust structure-function relationship between the left DLPFC and attention-control function [49] [51].
Aiming at some hybrid noises from complex fault diagnosis system, a robust loss function is designed to penalize hybrid noises, a wavelet kernel function is constructed on basis of wavelet base function, and then this paper proposes robust wavelet v-support vector classifier machine (RWv-SVC).
Their definition is given by a robust loss function ρ(x) = ln (f(x)), connected with the probability density function f(x) for the sample data x i, i = 1, …, n.
