Assessing trends and forecasting meteorological drought in South Africa using Savitzky-Golay enhanced hybrid deep learning. [PDF]
Sibiya S +3 more
europepmc +1 more source
ABSTRACT Rapid changes in marine ecosystems highlight the need to account for time‐varying productivity in stock assessments used to support fisheries management. Common approaches incorporate annual variation or regressing processes such as recruitment, natural mortality, or growth on environmental variables.
J. Champagnat +6 more
wiley +1 more source
Dynamic machine learning approach for workload prediction in cloud environments. [PDF]
Nashaat M, Moussa W, Rizk R, Saber W.
europepmc +1 more source
Automated Bandwidth Selection for Inference in Linear Models With Time‐Varying Coefficients
ABSTRACT The problem of selecting the smoothing parameter, or bandwidth, for kernel‐based estimators of time‐varying coefficients in linear models with possibly endogenous explanatory variables is considered. We examine automated bandwidth selection by means of cross‐validation, a nonparametric variant of Akaike's information criterion, and bootstrap ...
Charisios Grivas, Zacharias Psaradakis
wiley +1 more source
Forecasting Tuberculosis Incidence in Somalia: A Comparative Analysis of Single and Hybrid Time-Series Models. [PDF]
Dahir HM +4 more
europepmc +1 more source
Temporal Trends and Future Projections of Osteoarthritis Knee Burden in China: Analysis of GBD 2021
This study analyzed knee osteoarthritis burden in China from 1990 to 2021 using GBD 2021 data, finding a 133.16% increase in cases (reaching 8,512,396 in 2021) with higher burden in women, and a 1165.32% rise in DALYs; APC analysis showed peak risk around 50 years, a 2000–2010 incidence surge linked to urbanization, and increased burden in post‐1960 ...
Fan Yang +3 more
wiley +1 more source
Food purchase patterns in Nairobi before, during, and after the COVID-19 pandemic lockdown measures. [PDF]
Momanyi R +6 more
europepmc +1 more source
Temporal trends and future projections of fertility and birth rates in Georgia: a retrospective observational study. [PDF]
Khachidze N +5 more
europepmc +1 more source
Data-Driven Health Monitoring of Construction Materials Based on Time Series Analysis of Crack Propagation Sensors. [PDF]
Kurnyta-Mazurek P, Kurnyta A.
europepmc +1 more source
Fengquan Zhang,1,* Yanyan Li,2,* Xinxiao Li,2 Bingjie Zhang,2 Chenlu Xue,2 Yongbin Wang2 1Center for Experimental Teaching, School of Public Health, Xinxiang Medical University, Xinxiang, Henan Province, 453003, People’s Republic of China ...
Zhang F +5 more
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