Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Deep reinforcement learning with the confusion-matrix-based dynamic reward function for customer credit scoring

16 references·7 citing·29 second hop

FromToDepth

this work references cited by second hop

References

1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
2015Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research1,277 cited
1996Designing a neural network for forecasting financial and economic time series1,092 cited
2000Neural network credit scoring models1,032 cited
2003Benchmarking state-of-the-art classification algorithms for credit scoring903 cited
2008The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients881 cited
2006Credit scoring with a data mining approach based on support vector machines805 cited
2017A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring770 cited
2020Statistical and machine learning models in credit scoring: A systematic literature survey410 cited
2014Credit scoring using the clustered support vector machine269 cited
2020A benchmark of machine learning approaches for credit score prediction253 cited
2021Deep learning for credit scoring: Do or don’t?241 cited
2011Credit card churn forecasting by logistic regression and decision tree225 cited
2016Customer churn prediction in the telecommunication sector using a rough set approach

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

222 cited

2017A novel heterogeneous ensemble credit scoring model based on bstacking approach214 cited

2012Credit scoring models for the microfinance industry using neural networks: Evidence from Peru210 cited

Cited by

2023Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods71 cited
2023A novel deep ensemble model for imbalanced credit scoring in internet finance44 cited
2024Deep reinforcement learning based on balanced stratified prioritized experience replay for customer credit scoring in peer-to-peer lending21 cited
2022Design and Implementation of an Efficient Electronic Bank Management Information System Based Data Warehouse and Data Mining Processing20 cited
2023A deep learning approach of financial distress recognition combining text16 cited
2024Class imbalance Bayesian model averaging for consumer loan default prediction: The role of soft credit information15 cited
2024Age-appropriate design of smart senior care product APP interface based on deep learning12 cited