Concepedia

Credit risk evaluation with kernel-based affine subspace nearest points learning method

Xiaofei Zhou, Wenhan Jiang, Yong Shi, Yingjie Tian

Expert Systems with Applications · 2010 · 30 citations · 27 references

Concepts

ComputingComputer ScienceFinanceFinancial EconomicsFinancial Risk ManagementMachine LearningCredit RiskCredit Risk AssessmentCredit ScoringDimensionality ReductionFinancial RiskKernel MethodsCredit Risk EstimationCredit Risk Machine Learning ModelsCredit Risk ScoringCredit Scorecard ModelingMachine Learning Credit Scoring

References

27

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.6K citations

Computing, Computer Science, Computer Vision +16

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

Computing, Computer Science, Artificial Intelligence +6

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Computing, Computer Science, Mathematics +11

Fisher discriminant analysis with kernels

Gunnar Rätsch, Jason Weston, Bernhard Schölkopf et al. · 2003 · 2.7K citations

Computing, Computer Science, Feature Engineering +10

Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition

Thomas M. Cover · IEEE Transactions on Electronic Computers · 1965 · 2.1K citations

Computing, Computer Science, Mathematics +7