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A literature review on the application of evolutionary computing to credit scoring

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References

1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
1999Data preparation for data mining1,363 cited
1997Statistical Classification Methods in Consumer Credit Scoring: A Review1,039 cited
2000Neural network credit scoring models1,032 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
2000A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers744 cited
2002Credit Scoring and Its Applications669 cited
2003Exploratory Data Mining and Data Cleaning622 cited
1996A survey of business failures with an emphasis on prediction methods and industrial applications591 cited
2010A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems552 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

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2005

Building credit scoring models using genetic programming

356 cited

2017Credit Scoring and Its Applications306 cited

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2015A new dynamic modeling framework for credit risk assessment82 cited
2018A review of credit scoring research in the age of Big Data81 cited
2019Rule-based credit risk assessment model using multi-objective evolutionary algorithms77 cited
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2014Genetic algorithms for credit scoring: Alternative fitness function performance comparison65 cited
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2016Determinants of Financial Sustainability for Farm Credit Applications—A Delphi Study49 cited
2018Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiers49 cited
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