Concepedia

Debris flow susceptibility assessment based on boosting ensemble learning techniques: a case study in the Tumen River basin, China

Zelu Chen, Hechun Quan, Ri Jin, Zhehao Lin, Guang‐Zhu Jin

Stochastic Environmental Research and Risk Assessment · 2024 · 13 citations · 65 references

Concepts

ComputingEarth SciencesHydrologyFeature EngineeringWatershed HydrologyCatchment AnalysisEnsemble LearningEnsemble MethodsFlood Risk AssessmentFlow Feature ExtractionCase Study EvaluationDebris Flow AnalysisDebris Flow DynamicsDebris Flow Hazard AssessmentDebris-flow HydrologyEnsemble-based PredictionRiver Basin Runoff

References

65

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

An introduction to ROC analysis

Tom Fawcett · Pattern Recognition Letters · 2005 · 21.3K citations

Computing, Biostatistics, Computer Science +5

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

Stochastic Games

Lloyd S. Shapley · Proceedings of the National Academy of Sciences · 1953 · 2.4K citations · Full text

Life Sciences, Neuroscience, Psychology +17

A Survey of Ensemble Learning: Concepts, Algorithms, Applications, and Prospects

Ibomoiye Domor Mienye, Yanxia Sun · IEEE Access · 2022 · 1.2K citations · Full text

Computing, Computer Science, Data Science +17