… set E; E & S, where errorðtÞ is the error rate of the current learned classifier. Thus, E is a …
both classes and has subsets Emin & E and Emaj & E. Moreover, since minority class samples …

This is the most comprehensive, up-to-date volume on the state of bilingual education in the
United States and, in particular, on effective curriculum and instructional approaches. …

We have developed a flexible, accurate and highly multiplexed SNP genotyping assay for
high-throughput genetic analysis of large populations on a bead array platform. The novel …

A novel influenza A (H1N1) virus has spread rapidly across the globe. Judging its pandemic
potential is difficult with limited data, but nevertheless essential to inform appropriate health …

This paper presents a novel adaptive synthetic (ADASYN) sampling approach for learning
from imbalanced data sets. The essential idea of ADASYN is to use a weighted distribution for …

Countermeasures to prevent and treat coronavirus disease 2019 (COVID-19) are a global
health priority. We enrolled a cohort of severe acute respiratory syndrome coronavirus 2 (…

… Moreover, whereas neither hlL-17 nor TNF-e~ alone had any effect on the secretion of
GM-CSF, the combination of these two cytokines induced synovial fibroblasts to pro- …

Objective. —To provide a quantitative review of the treatment effects of primary coronary
angioplasty vs intravenous thrombolysis for acute myocardial infarction. Data Sources. —Ten …

Background As compared with thrombolytic therapy, primary percutaneous transluminal
coronary angioplasty (PTCA) in acute myocardial infarction reduces the rates of death, …

… ELISA, COS-7 transfectant supernatantscontained IL-10 at 0.6-1.2 ,g/ml and, for comparable
concentrations, gave biological activities similar to thosegenerated with the purified E. coli-…