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A novel framework for high resolution air quality index prediction with interpretable artificial intelligence and uncertainties estimation

Junhao Wu, Xi Chen, Rui Li, Anqi Wang, Shutong Huang, Qingli Li, Honggang Qi, Min Liu, Heqin Cheng, Zhaocai Wang, Zhaocai Wang

2024Journal of Environmental Management23 citationsDOI

Topics & Concepts

Hilbert–Huang transformAir quality indexMean squared errorComputer scienceSupport vector machineGradient boostingPrincipal component analysisAlgorithmMathematicsArtificial intelligenceStatisticsEnergy (signal processing)Random forestMeteorologyPhysicsAir Quality Monitoring and ForecastingAir Quality and Health ImpactsAtmospheric chemistry and aerosols
A novel framework for high resolution air quality index prediction with interpretable artificial intelligence and uncertainties estimation | Litcius