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Stacking ensemble method for personal credit risk assessment in Peer-to-Peer lending
16 references·2 citing·46 second hop
Stacking ensemble method for personal credit risk assessment in Peer-to-Peer lending (2023)Stacking ensemble method for personal cre…An improved Stacking framework for stock index prediction by leveraging tree-based ensemble models and deep learning algorithms (2019)An improved Stacking framewor…Peer-to-Peer Lenders Versus Banks: Substitutes or Complements? (2018)Peer-to-Peer Lenders Versus B…A novel heterogeneous ensemble credit scoring model based on bstacking approach (2017)A novel heterogeneous ensembl…A deep learning ensemble approach for crude oil price forecasting (2017)A deep learning ensemble appr…Evaluating borrower’s default risk in peer-to-peer lending: evidence from a lending platform in China (2016)Evaluating borrower’s default…Risk assessment in social lending via random forests (2015)Risk assessment in social len…Financial credit risk assessment: a recent review (2015)Financial credit risk assessm…Determinants of Default in P2P Lending (2015)Determinants of Default in P2…Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending (2014)Evaluating credit risk and lo…A comparative study of classifier ensembles for bankruptcy prediction (2014)A comparative study of classi…Trust and Credit: The Role of Appearance in Peer-to-peer Lending (2012)Trust and Credit: The Role of…Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending (2012)Judging Borrowers by the Comp…The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)The comparisons of data minin…Neural nets versus conventional techniques in credit scoring in Egyptian banking (2007)Neural nets versus convention…Model selection for support vector machines via uniform design (2007)Model selection for support v…A credit scoring model for personal loans (1989)A credit scoring model for pe…How can artificial intelligence help customer intelligence for credit portfolio management? A systematic literature review (2024)How can artificial intelligen…Cost-sensitive stacking ensemble learning for company financial distress prediction (2024)Cost-sensitive stacking ensem…Credit scoring with a data mining approach based on support vector machines (2006)A benchmark of machine learning approaches for credit score prediction (2020)Fairness in Machine Learning (2020)What have we learnt from 10 years of fintech research? a scientometric analysis (2020)Common method biases in behavioral research: A critical review of the literature and recommended remedies. 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(2019)
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References

  • 2012Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending1,299 cited
  • 2012Trust and Credit: The Role of Appearance in Peer-to-peer Lending1,066 cited
  • 2008The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients881 cited
  • 2018Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?665 cited
  • 2014Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending495 cited
  • 2015Risk assessment in social lending via random forests398 cited
  • 2017A deep learning ensemble approach for crude oil price forecasting383 cited
  • 2015Determinants of Default in P2P Lending327 cited
  • 2015Financial credit risk assessment: a recent review234 cited
  • 2017A novel heterogeneous ensemble credit scoring model based on bstacking approach214 cited
  • 2014A comparative study of classifier ensembles for bankruptcy prediction201 cited
  • 2007Neural nets versus conventional techniques in credit scoring in Egyptian banking168 cited
  • 2019An improved Stacking framework for stock index prediction by leveraging tree-based ensemble models and deep learning algorithms155 cited
  • 2016Evaluating borrower’s default risk in peer-to-peer lending: evidence from a lending platform in China

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152 cited
  • 2007Model selection for support vector machines via uniform design151 cited
  • 1989A credit scoring model for personal loans148 cited
  • Cited by

    • 2024Cost-sensitive stacking ensemble learning for company financial distress prediction34 cited
    • 2024How can artificial intelligence help customer intelligence for credit portfolio management? A systematic literature review20 cited