Using the kernel function K(xi,x) with (nSV) support-vectors, this problem can be converted to a binary problem, as described in Equation (26). The SVR then utilizes quadratic programming to solve the converted problem.(26)f(x)=∑i=1nSV(αi−αi∗)K(xi,x),Subjectto:0≤αi∗...
\(u\left( c \right) = ~\frac{{c^{{1 - \sigma }} ~ - 1~}}{{1 - \sigma }};(2)\)and the constant elasticity,\(\sigma > 0\)is assumed. Each household is also a producer of certain goods, whose production function is given by\(y = f\left( x \right);~(3)\)where y...
The NMDA-R is a heterotetrametric complex composed of seven possible subunits: GluN1, GluN2A-GluN2D, and GluN3A-GluN3B3 [73]. Uniquely amongst ligand-gated ion channels, it requires two obligatory co-agonists, binding at the glutamate-binding site (GluN2) and the glycine-binding sites (...
Therefore, targeting of the host fac- tors required for viral replication is currently considered a promising strategy for drug development, one that overcomes the drug resistance problem due to the low mutational rate within eukaryotic cells28,29. Furthermore, these host-targeting agents can ...
Regulatory network construction and analysis is a complex problem with no one easy solution. However, knowing both the starting point (the mutant miR-96) and the end points (the misregulated transcripts) means a set of hypothetical pathways can be drawn up, examined for consistency and tested ...
the impact of allergic diseases is potentially higher in developing countries with limited resources than that observed in developed countries. This is at least partly due to a lack of knowledge and inadequate access to health care. The lack of awareness about the rise of allergies must be addres...
(SBA-EPD). In this study, a collagen graft shaped like a sponge through SBA-EPD was used to treat acute and chronic TM perforations in a chinchilla model. A total of 24 ears from 12 adult male chinchillas were used in the study. They were organized into four groups. The first two ...
The decision maker thus faces a paradox by which the choice of an MCDA method becomes a decision problem in itself [37,38]. It should also not be forgotten that MCDA methods include subjective information provided by the decision maker, such that a change of decision maker can lead to a ...
The decision maker thus faces a paradox by which the choice of an MCDA method becomes a decision problem in itself [37,38]. It should also not be forgotten that MCDA methods include subjective information provided by the decision maker, such that a change of decision maker can lead to a ...
Natural organic matter (NOM) is ubiquitous in natural waters and constitutes a severe problem in traditional stripping techniques like Anodic Stripping Voltammetry (ASV), since it is adsorbed onto the electrode surface [7] and strongly distorts the voltametric signal [8]. One of the few commercia...