Concepedia

Optimized green infrastructure planning at the city scale based on an interpretable machine learning model and multi-objective optimization algorithm: A case study of central Beijing, China

Hongyu Chen, Yuxiang Dong, Hao Li, Shuangzhi Tian, Longfeng Wu, Jinlong Li, Chensong Lin

Landscape and Urban Planning · 2024 · 40 citations · 53 references

DOI

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References

53

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

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Flood Prediction Using Machine Learning Models: Literature Review

Water · 2018 · 1.3K citations · Full text

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A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

Biswajeet Pradhan · Computers & Geosciences · 2012 · 1.2K citations

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Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost

Ziqi Li · Computers Environment and Urban Systems · 2022 · 1K citations · Full text

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Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS

Mahyat Shafapour Tehrany, Biswajeet Pradhan, Mustafa Neamah Jebur · Journal of Hydrology · 2014 · 972 citations

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