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The model complexity is minimized in a structure selection search, performed by a genetic algorithm that selects simultaneously the most representative subset of variables and also the number of fuzzy sets in the fuzzy partition of the selected variables.
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In order to identify the most representative PCFs subset, we developed representative models based on the three features which were most frequently represented in the model populations.
Accordingly, the CD34+KDR+ EPCs may be the most representative one in all subsets of circulating EPCs in the present study.
These were previously derived from the most populated conformations in a representative subset of the PDB database and can be considered as "low-energy" conformations (21).
However, there is extensive linkage disequilibrium (LD) between the most strongly associated SNPs, and a representative subset of these SNPs was analysed in this study to attempt to ascertain if these associations could point to a common SNP, or if the associations in fact rely on different SNPs.
Spots in the intersection subsets were considered the most representative of the respective groups.
Then we introduce the active learning strategy into our framework, aiming at training a well performed classifier with only a subset of data that are most representative.
The most representative baseline characteristics for the partially platinum-sensitive subset of patients (n = 214) are given in Table 1.
Although a representative subset of the overall PF can be located using most MOEAs for two- or three-objective optimization problems, selecting a few solutions to be implemented is not trivial.
(A and C ) The most representative classes of Gene Ontology terms enriched in translational targets (PSR>0.889536; p<0.01) (A ) and in the subset of CLIP+ translational target mRNAs (C ) relative to all the mRNAs detected in HEK 293T by RNA-seq.
For each TLR, a subset of 13-23 species was used, that included species from some of the most representative mammalian groups, Artiodactyla, Rodents, Carnivores, Lagomorphs and Primates.
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