Abstract: This paper extends the traditional Hammerstein system to a censored regression (CR) model, studying the issue of robust adaptive filtering for censored data in contaminated Gaussian (CG) ...

1 Eye Hospital and School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, People's Republic of China 2 National Clinical Research Centre for Ocular Diseases, Wenzhou, People's ...

This worked correctly in v9.7.0 and broke in v9.8.0, making this a clear regression. When projects override pino versions (common in monorepos), Fastify applications using FastifyBaseLogger get ...

Background: Acute kidney injury (AKI) following acute myocardial infarction (AMI) notably affects patient outcomes. The impact of KDIGO AKI staging on post-discharge short- and long-term outcomes, ...

This research aimed to compare statistical methods (random forest, RIDGE, LASSO, and elastic net regression) for the prediction of body weight in purebred and crossbred pigs reared in Brazil. This ...

We identified products that met our prespecified inclusion criteria. We documented the dates and intervals for five key milestones in the pathway: ideation, proof of concept, regulatory approval, ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. People are exposed to per- and polyfluoroalkyl substances (PFAS) through multiple ...

In Table 3, the VIF values for each variable are < 5, which has been reduced as multicollinearity between variables. 3.3. Use the Entropy Weight Method to Weight the Data When exploring the factors ...

Abstract: As machine-learning models grow in size, their implementation requirements cannot be met by a single computer system. This observation motivates distributed settings, in which intermediate ...

1 School of Mathematics and Statistics, Guilin University of Technology, Guilin, China. 2 Applied Statistics Institute, Guilin University of Technology, Guilin, China.. Current high-dimensional ...