Concepedia

Machine learning reveals the effects of drivers on PM2.5 and CO2 based on ensemble source apportionment method

Xu Han, Yi Ge, Zhang Chun, Zhenyu Wang, Bo Xu, Huan Zhao, Junbo Huang, Gen Wang, Yinchang Feng, Guoliang Shi

Atmospheric Research · 2023 · 20 citations · 54 references

DOI

Concepts

References

54

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

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Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the Global Burden of Diseases Study 2015

Aaron J. Cohen, Michael Bräuer, Richard Burnett et al. · The Lancet · 2017 · 6.6K citations · Full text

, , +17

Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values

Pentti Paatero, Unto Tapper · Environmetrics · 1994 · 6.3K citations

, , +14

The impacts of climate change on water resources and agriculture in China

Shilong Piao, Philippe Ciais, Yao Huang et al. · Nature · 2010 · 3.5K citations · Full text

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