Concepedia

A deep multitask learning approach for air quality prediction

Xiaotong Sun, Wei Xu, Hongxun Jiang, Qili Wang

Annals of Operations Research · 2020 · 25 citations · 52 references

Concepts

ComputingComputer ScienceEnvironmental EngineeringAir PollutionMachine LearningWeather ForecastingAir PollutantsAir Pollution ModelingAir QualityDeep LearningMulti-task LearningParticulate MatterAir Pollution ForecastingDeep Learning-based ForecastingMulti-task Deep LearningMulti-task Neural NetworksMultitask Learning

References

52

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Kaiming He, Georgia Gkioxari, Piotr Dollár et al. · 2017 · 28.8K citations

Computing, Computer Science, Computer Vision +10

Multitask Learning

Rich Caruana · Machine Learning · 1997 · 6.3K citations · Full text

Fully coupled “online” chemistry within the WRF model

Georg Grell, Steven E. Peckham, Rainer Schmitz et al. · Atmospheric Environment · 2005 · 4.1K citations

Natural Sciences, Chemistry, Physics +8

Review of the Governing Equations, Computational Algorithms, and Other Components of the Models-3 Community Multiscale Air Quality (CMAQ) Modeling System

Daewon W. Byun, Kenneth L. Schere · Applied Mechanics Reviews · 2006 · 2.6K citations

Natural Sciences, Earth Sciences, Environmental Sciences +17