Concepedia

A DBN-based resampling SVM ensemble learning paradigm for credit classification with imbalanced data

Lean Yu, Rongtian Zhou, Ling Tang, Rongda Chen

Applied Soft Computing · 2018 · 160 citations · 43 references

Concepts

ComputingComputer ScienceData ScienceData MiningMachine LearningStatistical LearningClassificationCredit RiskEnsemble LearningEnsemble MethodsRepresentation LearningSupport Vector MachinesCredit Risk Machine Learning ModelsEnsemble SamplingImbalanced ClassificationMachine Learning Credit ScoringSoft Margin Svm

References

43

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

Neural networks and physical systems with emergent collective computational abilities.

J. J. Hopfield · Proceedings of the National Academy of Sciences · 1982 · 19.3K citations

Medicine, Computer Systems, Neurobiology +17