Citation map · Study

SZodixStudyAcademic Library

Dashboard Shelves Open access My library Inbox Notes Write Learn Alerts

More

Ask your library Notifications Quick cite Review

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

Credit scoring using the clustered support vector machine

10 references·16 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
1962Applied Statistical Decision Theory2,172 cited
1997Statistical Classification Methods in Consumer Credit Scoring: A Review1,039 cited
2003Benchmarking state-of-the-art classification algorithms for credit scoring903 cited
2006Credit scoring with a data mining approach based on support vector machines805 cited
1996A comparison of neural networks and linear scoring models in the credit union environment522 cited
2007Recent developments in consumer credit risk assessment472 cited
2011CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE409 cited
2005Credit Risk Scorecards: Developing and Implementing Intelligent Credit Scoring381 cited
2008Support vector machines for credit scoring and discovery of significant features336 cited

Cited by

2018Forecasting stock market crisis events using deep and statistical machine learning techniques303 cited
2016A comparative study on base classifiers in ensemble methods for credit scoring248 cited
2020Machine learning techniques for credit risk evaluation: a systematic literature review226 cited
2014Bankruptcy visualization and prediction using neural networks: A study of U.S. commercial banks

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

201 cited

2020Predicting bank insolvencies using machine learning techniques164 cited

2016A new hybrid ensemble credit scoring model based on classifiers consensus system approach161 cited

2016Ensemble classification based on supervised clustering for credit scoring160 cited

2014Selection of Support Vector Machines based classifiers for credit risk domain142 cited

2018A novel multi-stage hybrid model with enhanced multi-population niche genetic algorithm: An application in credit scoring139 cited

2021Credit scoring based on tree-enhanced gradient boosting decision trees133 cited

2018Digitalisation and Big Data Mining in Banking132 cited

2018Dynamic ensemble classification for credit scoring using soft probability118 cited

2015Enhancing accuracy and interpretability of ensemble strategies in credit risk assessment. A correlated-adjusted decision forest proposal109 cited

2020A novel tree-based dynamic heterogeneous ensemble method for credit scoring109 cited

2021A novel dynamic credit risk evaluation method using data envelopment analysis with common weights and combination of multi-attribute decision-making methods95 cited

2016Financial innovation: Credit default hybrid model for SME lending79 cited