Long-term PM2.5 concentration prediction based on improved empirical mode decomposition and deep neural network combined with noise reduction auto-encoder- A case study in Beijing
Mengfan Teng, Siwei Li, Jie Yang, Shuo Wang, Chunying Fan, Yu Ding, Jiaxin Dong, Hao Lin, Shansi Wang
Topics & Concepts
Hilbert–Huang transformArtificial neural networkTerm (time)Noise reductionBeijingNoise (video)Sample entropyComputer scienceEntropy (arrow of time)Artificial intelligencePattern recognition (psychology)StatisticsData miningMachine learningMathematicsEnergy (signal processing)GeographyArchaeologyPhysicsChinaQuantum mechanicsImage (mathematics)Air Quality Monitoring and ForecastingAir Quality and Health ImpactsVehicle emissions and performance