BACKGROUND Next-generation sequencing technologies have profoundly impacted biology over recent years. Experimental protocols, such as photoactivatable ribonucleoside-enhanced cross-linking and immunoprecipitation (PAR-CLIP), which identifies protein-RNA interactions on a genome-wide scale, commonly employ deep sequencing. With PAR-CLIP, the incorporation of photoactivatable nucleosides into na...

E-commerce provides rich multimodal data that is barely leveraged in practice. One aspect of this a category tree being used search and recommendation. However, practice, during user’s session there often mismatch between textual visual representation given category. Motivated by the problem, we introduce task category-to-image retrieval e-commerce propose model for task, CLIP-ITA. The leverage...

Microarray expression analyses following miRNA transfection/inhibition and, more recently, Argonaute cross-linked immunoprecipitation (CLIP)-seq assays have been used to detect miRNA target sites. CLIP and expression approaches measure differing stages of miRNA functioning-initial binding of the miRNP complex and subsequent message repression. We use nonparametric predictive models to character...