Concepedia

Credit rating prediction with supply chain information: a machine learning perspective

Long Ren, Shaojie Cong, Xinlong Xue, Daqing Gong

Annals of Operations Research · 2023 · 20 citations · 80 references

Concepts

ManagementBusiness AnalyticsSupply Chain ManagementForecastingMachine LearningPredictive AnalyticsCredit AnalysisCredit RatingsCredit RiskCredit Risk AssessmentCredit ScoringSupply Chain Decision Support SystemsCredit Risk Machine Learning ModelsCredit Score ModelingMachine Learning Credit ScoringPredictive Supply Chain AnalyticsRating PredictionSupply Chain ForecastingSupply Chain Risk Prediction

References

80

Harvard business review

Journal of the American Dietetic Association · 1994 · 46.5K citations

Greedy function approximation: A gradient boosting machine.

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

Computing, Computer Science, Mathematics +17

FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY

Edward I. Altman · The Journal of Finance · 1968 · 13.6K citations

Business, Business Economics, Finance +16

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

Computing, Computer Science, Data Mining +16

A Unified Approach to Interpreting Model Predictions

Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2017 · 7.6K citations · Full text

Computing, Computer Science, Data Science +17