Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

Neighborhood rough set and SVM based hybrid credit scoring classifier

8 references·16 citing·41 second hop

FromToDepth

this work references cited by second hop

References

2000Neural network credit scoring models1,032 cited
2000A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers744 cited
2002Credit scoring using the hybrid neural discriminant technique355 cited
1987Multivariate Normality and Forecasting of Business Bankruptcy354 cited
1999Financial credit-risk evaluation with neural and neurofuzzy systems236 cited
2003Credit scoring and rejected instances reassigning through evolutionary computation techniques226 cited
2005Hybrid mining approach in the design of credit scoring models196 cited
1983An Examination of the Conceptual Issues Involved in Developing Credit-Scoring Models137 cited

Cited by

2022A novel ensemble feature selection method by integrating multiple ranking information combined with an SVM ensemble model for enterprise credit risk prediction in the supply chain95 cited
2014An insight into the experimental design for credit risk and corporate bankruptcy prediction systems75 cited
2019A novel hybrid credit scoring model based on ensemble feature selection and multilayer ensemble classification73 cited
2023Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods71 cited
2016Classification methods applied to credit scoring: Systematic review and overall comparison68 cited

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

2013Balancing accuracy, complexity and interpretability in consumer credit decision making: A C-TOPSIS classification approach62 cited

2018Hybrid credit scoring model using neighborhood rough set and multi-layer ensemble classification59 cited

2018Credit Scoring Model based on Weighted Voting and Cluster based Feature Selection53 cited

2018Stationary Mahalanobis kernel SVM for credit risk evaluation49 cited

2017An Efficient Multi-layer Ensemble Framework with BPSOGSA-Based Feature Selection for Credit Scoring Data Analysis48 cited

2020Supply chain finance credit risk assessment using support vector machine–based ensemble improved with noise elimination44 cited

2013Credit scoring in banks and financial institutions via data mining techniques: A literature review42 cited

2016Application of a rule extraction algorithm family based on the Re-RX algorithm to financial credit risk assessment from a Pareto optimal perspective39 cited

2021Experimental analysis of machine learning methods for credit score classification38 cited

2021Credit Scoring Models Using Ensemble Learning and Classification Approaches: A Comprehensive Survey38 cited

2016Using data mining and neural networks techniques to propose a new hybrid customer behaviour analysis and credit scoring model in banking services based on a developed RFM analysis method35 cited