Occupational and Environmental Medicine (OEM)

Atopy, asthma symptoms and eosinophilic airway inflammation in British woodworkers

Objectives Despite reducing exposures to wood dust, woodworkers remain at increased risk of asthma. There have been no recent studies of wood dust exposure, respiratory symptoms or asthma in British ...
PsyPost on MSN

Fragmented sleep predicts slower mental processing speed the next day in older adults

New research published in the journal Sleep Health has found that sleep fragmentation, which refers to the amount of time ...
IEEE

A Variable Linear Coefficient Battery Cost Function Embedded Control for Revenue Maximization of Grid Tied Solar Photovoltaic System

Abstract: The deviation settlement mechanism (DSM) scheme enforces strict regulations on microgrid operators to comply with generation commitment norms set by grid operators. These norms are essential ...
IEEE

Modeling and Adaptive Tension Control of Chain Transmission System With Variable Stiffness and Random Load

Abstract: In the fully mechanized mining face, proper chain tension of chain transmission system is of great significance in reducing the failure rate and improving the service life of scraper ...
SciELO

Multiple linear regression and random forest to predict and map soil properties using data from portable X-ray fluorescence spectrometer (pXRF)

Soil analyses; spatial prediction; proximal sensor. On the other hand, carrying out laboratory tests in a large number of samples requires more time and financial resources, as well as chemical ...
GitHub

RandONets - MATLAB Code (J. Comp. Phys). RandONets (Random projection-based Operator Networks) is a MATLAB implementation designed for learning efficiently linear and nonlinear ...

We present a machine learning method based on random projections with Johnson-Lindenstrauss (JL) and/or Rahimi and Recht (2007) Random Fourier Features (RFFN) for efficiently learning linear and ...
Frontiers

Non-linear relationship of serum albumin-to-globulin ratio and cognitive function in American older people: a cross-sectional national health and nutrition examination survey ...

Department of the Rehabilitation Medicine, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China Background: Inflammation and liver function are associated with ...
Frontiers

Exploring non-linear effects of walking accessibility on well-being in rural older adults of Jintang County: a random forest analysis

Objective: The global concern surrounding the aging population has brought the well-being of older individuals to the forefront of societal attention. Unfortunately, studies focusing on the well-being ...