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Credit risk assessment with a multistage neural network ensemble learning approach · Study

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ArticleCredit risk assessment with a multistage neural network ensemble learning approach

Shouyang Wang2007

Article2007

Credit risk assessment with a multistage neural network ensemble learning approach

Shouyang Wang · Kin Keung Lai

310 citations·0/0 files stored·Expert Systems with Applications

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Financial Distress and Bankruptcy Prediction Neural Networks and Applications Imbalanced Data Classification Techniques

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References

2003Credit rating analysis with support vector machines and neural networks: a market comparative study 2000A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers 1985ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS 1999Business failure prediction using rough sets 1980A Note on the Comparison of Logit and Discriminant Models of Consumer Credit Behavior 2005A new fuzzy support vector machine to evaluate credit risk 2002Credit scoring using the hybrid neural discriminant technique

Cited by

2016Stock market index prediction using artificial neural network 2017A deep learning ensemble approach for crude oil price forecasting 2012An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data 2010Neural networks for credit risk evaluation: Investigation of different neural models and learning schemes 2020Machine learning techniques for credit risk evaluation: a systematic literature review

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2007An intelligent-agent-based fuzzy group decision making model for financial multicriteria decision support: The case of credit scoringarticle · 5 shared references 2009Support vector machine based multiagent ensemble learning for credit risk evaluationarticle · 5 shared references 2005A new fuzzy support vector machine to evaluate credit riskarticle · 4 shared references 2011Machine Learning in Financial Crisis Prediction: A Surveyarticle · 4 shared references 2006Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Modelother · 4 shared references 2010A hybrid neural network approach for credit scoringarticle · 4 shared references

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Year2007

Typearticle

Published2007-02-02

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations310

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.eswa.2007.01.009

openalex_workW1968023063

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2017

A novel heterogeneous ensemble credit scoring model based on bstacking approach

2016Classifiers consensus system approach for credit scoring

2019Two-stage consumer credit risk modelling using heterogeneous ensemble learning