Abstract: Under sampling is a popular technique for unbalanced datasets to reduce the skew in class distributions. However, it is well-known that under sampling one class modifies the priors of the ...

Community data suggest obstructive sleep apnea is linked to higher odds of nontraumatic fracture history in older adults, ...

Predicting cryptocurrency prices is challenging because markets are volatile and events like regulatory changes or ETF ...

William A. Brookshire Department of Chemical and Biomolecular Engineering, University of Houston, 4226 Martin Luther King Boulevard, Houston, Texas 77204, United States ...

ABSTRACT: Chronic starvation of the communities on the water invested projects is due to the partial or unfinished project which leads to the closure or non-sustainable water projects. The closure or ...

Have you ever stopped to wonder how a company can accurately measure consumer behavior without knowing what every single person is doing? If so, you’re not alone. In fact, we see questions about this ...

This technical note covers household surveys with a focus on probability sampling, bias, and survey weights. It explains how households are selected in a representative way from a population for a ...

Financial distress prediction plays an important role in the decision-making process of stock and bond investors, commercial banks and commercial credit adjusters. The effectiveness of financial ...

Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States ...