Consider a domain-adaptive supervised learning setting, where classifier learns from labeled data in source domain and unlabeled target to predict the corresponding labels. If classifier’s assumption on relationship between domains (e.g. covariate shift, common subspace, etc.) is valid, then it will usually outperform non-adaptive classifier. its invalid, can perform substantially worse. Valida...

a frequency domain dynamic analysis is needed to obtain the response of structures constructed on a system of base isolators on flexible soil when subjected to earthquake ground motion. in such systems, the lateral stiffness of the base isolators is so small, compared to the structural stiffness, that in an earthquake attack the fundamental vibration mode dominates the response. with this in mi...

introduction: acinetobacter baumannii is associated with hospital-acquired infections. outer membrane protein a of a.baumannii (abompa) is a well-characterized virulence factor which has important roles in pathogenesis of this bacterium. methods: based on our pcr-sequencing of ompa gene in the clinical isolates, abompa protein can be categorized into two types, named here type-1 and type-2. we ...

illiteracy in studies on quality of life (qol) and self-efficacy (se) of diabetic patients has been ignored. illiteracy and diabetes have high rates in developing countries. the aim of this study was to identify the effect of literacy level on health outcomes. to achieve this, we studied health outcomes such as se, self-management behaviors and health-related quality of life (hrqol) in diabetic...