General regression and representation model for classification.

Recently, the regularized coding-based classification methods (e.g.SRC and CRC) show a great potential for pattern classification.However, most existing coding methods assume that the representation residuals are uncorrelated.In real-world applications, this assumption does not hold.In this paper, we take account of the correlations of the represen

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Transcriptomic dynamics in soybean near-isogenic lines differing in alleles for an aphid resistance gene, following infestation by soybean aphid biotype 2

Abstract Background Genetic resistance of soybean [Glycine max (L.) Merr] against Aphis glycines provides effective management of this invasive pest, though the underlying molecular mechanisms are largely unknown.This study aimed to investigate genome-wide changes in gene expressions of soybean near-isogenic lines (NILs) either with Cable Tidy Solu

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Effects of single nucleotide polymorphisms on human N-acetyltransferase 2 structure and dynamics by molecular dynamics simulation.

BACKGROUND: Arylamine N-acetyltransferase 2 (NAT2) is an important catalytic enzyme that metabolizes the carcinogenic arylamines, hydrazine drugs and chemicals.This enzyme is highly polymorphic in different human populations.Several polymorphisms of NAT2, including the single amino acid substitutions R64Q, I114T, D122N, L137F, Q145P, R197Q, and G28

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