Attention computes the dependency between representations, and it encourages model to focus on important selective features. Attention-based models, such as Transformer graph attention network (GAT), are widely utilized for sequential data graph-structured data. This paper suggests a new interpretation generalized structure of in GAT. For GAT, we derive that is product two parts: 1) RBF kernel ...

Early fungal infection of citrus is one the common diseases found during storage period citrus, and fungus that infects will spread to entire batch as degree deepens, causing enormous economic losses. Therefore, early detection fundamental. The purpose this study explore qualitative identification infections in by using Fourier transform near-infrared (FT-NIR) combined with a variety chemometri...

hepatitis b virus (hbv) is the most prevalent viral infection and is among the leading causes of human liver diseases. nearly 360 millions of people are world widely infected with prolonged forms of hepatitis b including active and inactive chronic forms. chronic hepatitis b (chb) is associated with cirrhosis and hepatocellular carcinoma (hcc) in patients suffering from congenital and/or acquir...

background bloodstream infection (bsi) is an important cause of mortality and morbidity and among the most common health-care associated infections. in this study we described the frequency of occurrence and antimicrobial susceptibility patterns of nosocomial and community-acquired bsi isolates from a teaching hospital in tehran, iran. patients and methods this cross-sectional study was conduct...

objectives:prenatal infections are one of the fundamental causes of early puerperal complications in mothers and neonates. these infections are mostly due to colonized organisms in pregnant woman's genitor-urinary system. the aim of this study was to determine the incidence of streptococcus group b (gbs) colonization in parturient women and the rate of pathogen transmission to the newborn....

The stable spline (SS) kernel and the diagonal correlated (DC) kernel are two kernels that have been applied and studied extensively for kernel-based regularized LTI system identification. In this note, we show that similar to the derivation of the SS kernel, the continuous-time DC kernel can be derived by applying the same “stable” coordinate change to a “generalized” first-order spline kernel...