Sentence examples for biased representation from inspiring English sources

In order to give impetus to the multidomain learning ability of representation learning, automatic representation learning [28], biased representation learning [26], cross-domain representation learning [27], and some other related techniques [29] have been proposed in recent years.

However, genomic aberration stemming from immortalization process, biased representation of the donor tissue, and culture process may influence the accuracy of SNP genotypes.

Moreover, by deliberately omitting SFG rickettsiae of unknown pathogenicity (such as the SFG species R. montanensis) the authors proposed in their Figure 1 a biased representation of what is currently known about rickettsial pathogenicity [19].

We did not proceed with fine mapping rnpm1 in the SA27063 × A17 cross, due to poor fertility and a large proportion of aberrant phenotypes among the F2 progeny (Table 1), which may cause biased representation of particular gamete genotypes.

Direct sequencing was usually superior in cases of heavily biased representation of different ribotypes (for examples, see Additional file 2: Patterns of ETS recombination), because it can sample variation across all nrDNA loci present in the genome.

Due to limitations of the PCR based method (e.g., primer bias), the previous study may have provided a biased representation of the OR repertoire with respect to the family composition.

While two different datasets may claim to represent the same biological phenotype, they often contain different molecular subtypes or biased representations and samplings with different dynamic ranges, measurement biases, probe efficiencies etc.

Our data suggest that monoallelic and parentally biased representations share similar characteristics, and may thus represent different ranges of a common mode of differential regulation of parental allelic expression.

Rather, a potentially biased internal representation of gravity derived from multisensory information is used as a frame of reference when estimating the critical angle and the SVV.

Our use of a poly-dT primer for cDNA synthesis may have biased our representation of the transcriptome, but a similar pattern has been reported in human genomic DNA.

The three variations on HMM80 listed in Table 1 were constructed using identical training sequences but differing weighting schemes, to determine whether decreasing biased sequence representation might change the outcome.