Litcius/Paper detail

Trend decomposition aids forecasts of air particulate matter (PM2.5) assisted by machine and deep learning without recourse to exogenous data

David A. Wood

2022Atmospheric Pollution Research22 citationsDOI

Topics & Concepts

OverfittingUnivariateStatisticsTime seriesLinear regressionAutoregressive modelComputer scienceMachine learningArtificial intelligenceEconometricsMultivariate statisticsMathematicsArtificial neural networkAir Quality Monitoring and ForecastingAir Quality and Health ImpactsVehicle emissions and performance