Quantification of COVID-19 impacts on NO2 and O3: Systematic model selection and hyperparameter optimization on AI-based meteorological-normalization methods
Yong Jie Wong, Ali Yeganeh, Min Yan Chia, Huan Yu Shiu, Maggie Chel Gee Ooi, Jackson Hian Wui Chang, Yoshihisa Shimizu, Homma Ryosuke, Sophal Try, Ahmed Elbeltagi
Topics & Concepts
Normalization (sociology)HyperparameterGeneralized additive modelGeneralized linear modelRandom forestPoisson distributionStatisticsHyperparameter optimizationGaussianEnvironmental scienceMeteorologyMathematicsComputer scienceGeographyAlgorithmSupport vector machineMachine learningQuantum mechanicsPhysicsAnthropologySociologyCOVID-19 impact on air qualityAir Quality Monitoring and ForecastingAir Quality and Health Impacts