Concepedia

A support vector machine model to forecast ground-level PM2.5 in a highly populated city with a complex terrain

Caroline Mogollón-Sotelo, Alejandro Casallas, Sergio Vidal, Nathalia Celis, Camilo Ferro, Luis Carlos Belalcázar

Air Quality Atmosphere & Health · 2020 · 59 citations · 34 references

Concepts

Natural SciencesEnvironmental SciencesMeteorologyAir PollutionAtmospheric ScienceWeather ForecastingForecast VerificationLand Surface ModelingUrban ClimateUrban Microclimate SimulationUrban Weather ForecastingAir Mass ForecastingAir Pollution ForecastingMachine Learning For Urban ForecastingPm2.5Support Vector Machine ClassificationSupport Vector RegressionSurface Weather PredictionUrban Air Quality Forecasting

References

34

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.6K citations

Computing, Computer Science, Computer Vision +16

Introduction to multi-layer feed-forward neural networks

Daniel Svozil, Vladimı́r Kvasnička · Chemometrics and Intelligent Laboratory Systems · 1997 · 1.6K citations

Computing, Computer Engineering, Computer Science +9

PM and light extinction model performance metrics, goals, and criteria for three-dimensional air quality models

James W. Boylan, Armistead G. Russell · Atmospheric Environment · 2006 · 892 citations

Natural Sciences, Environmental Engineering, Environmental Sciences +14