Simple Models Beat Complex Ones at Forecasting a Thermally Delayed Biomass Boiler
A field study of a thermally delayed biomass-fired boiler found that a simple linear autoregressive model outperformed complex machine-learning forecasts ...
Tag: time-series analysis
Chinese surveillance shows steep declines in reported vector-borne diseases during COVID-19
A surveillance analysis found that reported incidence and mortality from five vector-borne diseases were substantially lower in China during 2020–2023, ...
Rural tourism spending linked to weaker Chinese farm prosperity
A study of Chinese annual data from 1994 to 2023 links higher rural tourism spending with lower agricultural productivity, rural ...
Assessing non-fatal intentional poisoning incidents as a national sentinel indicator for suicide mortality trends in Malaysia (2006 to 2021): a mechanistic and economic impact estimation
A 16-year Malaysian ecological time-series study found that non-fatal intentional poisoning reports were weakly associated with official suicide mortality from ...
Ecuador study links carrying capacity to income, corruption and informality
An Ecuadorian time-series study finds a U-shaped income relationship with ecological carrying capacity, negative associations with corruption and informality, and ...
Mumps incidence linked to weather and air pollution in Chongqing study
An analysis of 23,755 reported mumps cases in Chongqing found delayed, nonlinear associations with temperature, humidity and air pollution, with ...
Uganda Faces a Surge in Stroke Cases and Deaths Through 2028
A national time-series analysis projects Uganda's monthly stroke cases and deaths will keep climbing through 2028, driven mainly by rising ...
Hybrid AI spots MOOC students at risk of dropping out within days
A hybrid deep learning model combining CNN and bidirectional LSTM networks can identify MOOC students at risk of dropping out ...
When Lithium Prices Rise, China’s Public and Private Explorers Move in Opposite Directions
A decade of disaggregated data reveals that China's public and enterprise funding for lithium exploration responds to lithium prices in ...
Neural networks fail to outshine simple models in Brazilian estuary discharge reconstruction
A study of Brazil's Serinhaém River basin found that neural networks offered no consistent advantage over classical time-series models for ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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