An efficient correlation based adaptive LASSO regression method for air quality index prediction - Sethi, Jasleen Kaur; Mittal, Mamta (Earth science informatics, 2021)
Keywords: Air pollution; Air quality; Air quality forecasting; Air quality measurements; Carbon monoxide; Cities; Correlation; Data analysis; Developing countries; Earth and Environmental Science; Earth Sciences; Earth System Sciences; Evaluation; Feature extraction; Feature selection; Information Systems Applications (incl.Internet); LDCs; Machine learning; Nitrogen dioxide; Ontology; Outdoor air quality; Ozone; Pollutants; Pollution control; Population growth; Regression; Research Article; Simulation and Modeling; Space Exploration and Astronautics; Space Sciences (including Extraterrestrial Physics; Sulfur dioxide; Urbanization; Websites; Feature selection; Correlation; Air quality index; Least absolute selection and shrinkage operator (LASSO) regression; Adaptive LASSO regression