Multi-step ahead hourly forecasting of air quality indices in Australia: Application of an optimal time-varying decomposition-based ensemble deep learning algorithm
Mehdi Jamei, Mumtaz Ali, Changhyun Jun, Sayed M. Bateni, Masoud Karbasi, Aitazaz A. Farooque, Zaher Mundher Yaseen
Topics & Concepts
Hilbert–Huang transformMean squared errorArtificial neural networkFeature selectionComputer scienceDiscriminative modelArtificial intelligenceFeature (linguistics)Data miningMode (computer interface)AlgorithmRandom forestPrincipal component analysisFilter (signal processing)Pattern recognition (psychology)Machine learningMathematicsStatisticsComputer visionOperating systemPhilosophyLinguisticsAir Quality Monitoring and ForecastingAir Quality and Health ImpactsVehicle emissions and performance