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Louvain community-based label assignment for reject inference in peer-to-peer lending · Study

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ArticleLouvain community-based label assignment for reject inference in peer-to-peer lending

Anusha Hegde H2025

Article2025

Louvain community-based label assignment for reject inference in peer-to-peer lending

Anusha Hegde H · Biswajit R. Bhowmik · Shashank J Bennehalli · Sharan Vakkund

16 citations·0/0 files stored·International Journal of Data Science and Analytics

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Financial Distress and Bankruptcy Prediction Complex Network Analysis Techniques FinTech, Crowdfunding, Digital Finance

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References

2017Reject inference in credit scoring using Semi-supervised Support Vector Machines 2020Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory 2019Network based credit risk models 2004Does reject inference really improve the performance of application scoring models?2019Latent Factor Models for Credit Scoring in P2P Systems 2018A new approach for reject inference in credit scoring using kernel-free fuzzy quadratic surface support vector machines 1999Credit scoring and reject inference with mixture models 2021A new hybrid ensemble model with voting-based outlier detection and balanced sampling for credit scoring

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2022A Framework of Global Credit-Scoring Modeling Using Outlier Detection and Machine Learning in a P2P Lending Platformarticle · 7 shared references 2022Reject inference in credit scoring using a three-way decision and safe semi-supervised support vector machinearticle · 5 shared references 2021Risk-return modelling in the p2p lending market: Trends, gaps, recommendations and future directionsarticle · 4 shared references 2024Leveraging network topology for credit risk assessment in P2P lending: A comparative study under the lens of machine learningarticle · 4 shared references 2022A CWGAN-GP-based multi-task learning model for consumer credit scoringarticle · 4 shared references 2024Network centrality and credit risk: A comprehensive analysis of peer-to-peer lending dynamicsarticle · 4 shared references

Details

Year2025

Typearticle

Published2025-01-30

VenueInternational Journal of Data Science and Analytics

ISSN-L2364-415X

Languageen

Citations16

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1007/s41060-025-00719-w

openalex_workW4406972054

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