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Stacking ensemble method for personal credit risk assessment in Peer-to-Peer lending · Study

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ArticleStacking ensemble method for personal credit risk assessment in Peer-to-Peer lending

Wei Yin2023

Article2023

Stacking ensemble method for personal credit risk assessment in Peer-to-Peer lending

Wei Yin · Berna Kirkulak-Uludag · Zhu Dongmei

57 citations·0/0 files stored·Applied Soft Computing

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Financial Distress and Bankruptcy Prediction FinTech, Crowdfunding, Digital Finance Imbalanced Data Classification Techniques

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References

2012Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending 2012Trust and Credit: The Role of Appearance in Peer-to-peer Lending 2008The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients 2018Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?2014Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending 2015Risk assessment in social lending via random forests 2017A deep learning ensemble approach for crude oil price forecasting 2015Determinants of Default in P2P Lending

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

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Papers that cite the same references — the relational fallback while embeddings are still backfilling.

2022Default or profit scoring credit systems? Evidence from European and US peer-to-peer lending marketsarticle · 7 shared references 2017P2P Lending Surveyarticle · 5 shared references 2021Online peer-to-peer lending: A review of the literaturearticle · 5 shared references 2021Applying machine learning algorithms to predict default probability in the online credit market: Evidence from Chinaarticle · 5 shared references 2019Best classification algorithms in peer-to-peer lendingarticle · 5 shared references 2021Forecasting loss given default for peer-to-peer loans via heterogeneous stacking ensemble approacharticle · 5 shared references

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Year2023

Typearticle

Published2023-04-23

VenueApplied Soft Computing

ISSN-L1568-4946

Languageen

Citations57

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.asoc.2023.110302

openalex_workW4366779294

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