Credit Risk Prediction in Peer-to-Peer Lending with Ensemble Learning Framework

2019 Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2019.8832412 ◽

2019 ◽

Author(s):

Shuhui Chen ◽

Qing Wang ◽

Shuan Liu

Keyword(s):

Credit Risk ◽

Ensemble Learning ◽

Risk Prediction ◽

Peer To Peer ◽

Learning Framework ◽

Peer Lending

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A peer-to-peer lending credit risk prediction method: Application of balanced relative margin machine

Risk Analysis Based on Data and Crisis Response Beyond Knowledge ◽

10.1201/9780429286346-23 ◽

2019 ◽

pp. 156-162

Author(s):

Beibei Niu* ◽

Jinzheng Ren ◽

Xiaotao Li

Keyword(s):

Credit Risk ◽

Risk Prediction ◽

Prediction Method ◽

Peer To Peer ◽

Peer Lending

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Feature Selection on Credit Risk Prediction for Peer-to-Peer Lending

New Frontiers in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-31605-1_1 ◽

2019 ◽

pp. 5-18

Author(s):

Shin-Fu Chen ◽

Goutam Chakraborty ◽

Li-Hua Li

Keyword(s):

Feature Selection ◽

Credit Risk ◽

Risk Prediction ◽

Peer To Peer ◽

Peer Lending

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Credit risk modeling on data with two timestamps in peer-to-peer lending by gradient boosting

Applied Soft Computing ◽

10.1016/j.asoc.2021.107672 ◽

2021 ◽

pp. 107672

Author(s):

Ligang Zhou ◽

Hamido Fujita ◽

Hao Ding ◽

Rui Ma

Keyword(s):

Credit Risk ◽

Peer To Peer ◽

Gradient Boosting ◽

Risk Modeling ◽

Credit Risk Modeling ◽

Peer Lending

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Credit Risk Assessment of Peer-to-Peer Lending Borrower Utilizing BP Neural Network

Advances in Internetworking, Data & Web Technologies - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-319-59463-7_3 ◽

2017 ◽

pp. 22-33

Author(s):

Zhengnan Yuan ◽

Zihao Wang ◽

He Xu

Keyword(s):

Neural Network ◽

Risk Assessment ◽

Credit Risk ◽

Bp Neural Network ◽

Peer To Peer ◽

Credit Risk Assessment ◽

Peer Lending

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Improving Credit Risk Prediction in Online Peer-to-Peer (P2P) Lending Using Feature selection with Deep learning

2019 21st International Conference on Advanced Communication Technology (ICACT) ◽

10.23919/icact.2019.8701943 ◽

2019 ◽

Cited By ~ 4

Author(s):

Van-Sang Ha ◽

Dang-Nhac Lu ◽

Gyoo Seok Choi ◽

Ha-Nam Nguyen ◽

Byeongnam Yoon

Keyword(s):

Feature Selection ◽

Deep Learning ◽

Credit Risk ◽

Risk Prediction ◽

Peer To Peer ◽

P2p Lending

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Predicting Credit Risk in Peer-to-Peer Lending: A Neural Network Approach

2015 IEEE Symposium Series on Computational Intelligence ◽

10.1109/ssci.2015.109 ◽

2015 ◽

Cited By ~ 36

Author(s):

Ajay Byanjankar ◽

Markku Heikkila ◽

Jozsef Mezei

Keyword(s):

Neural Network ◽

Credit Risk ◽

Peer To Peer ◽

Network Approach ◽

Neural Network Approach ◽

Peer Lending

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Heterogeneous ensemble learning with feature engineering for default prediction in peer-to-peer lending in China

World Wide Web ◽

10.1007/s11280-019-00676-y ◽

2019 ◽

Vol 23 (1) ◽

pp. 23-45 ◽

Cited By ~ 2

Author(s):

Wei Li ◽

Shuai Ding ◽

Hao Wang ◽

Yi Chen ◽

Shanlin Yang

Keyword(s):

Ensemble Learning ◽

Peer To Peer ◽

Feature Engineering ◽

Default Prediction ◽

Peer Lending ◽

Heterogeneous Ensemble

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From Credit Risk to Social Impact: On the Funding Determinants in Interest-Free Peer-to-Peer Lending

Journal of Business Ethics ◽

10.1007/s10551-019-04311-8 ◽

2019 ◽

Cited By ~ 1

Author(s):

Gregor Dorfleitner ◽

Eva-Maria Oswald ◽

Rongxin Zhang

Keyword(s):

Credit Risk ◽

Social Impact ◽

Peer To Peer ◽

Peer Lending

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Network Based Scoring Models to Improve Credit Risk Management in Peer to Peer Lending Platforms

Frontiers in Artificial Intelligence ◽

10.3389/frai.2019.00003 ◽

2019 ◽

Vol 2 ◽

Cited By ~ 4

Author(s):

Paolo Giudici ◽

Branka Hadji-Misheva ◽

Alessandro Spelta

Keyword(s):

Risk Management ◽

Credit Risk ◽

Peer To Peer ◽

Credit Risk Management ◽

Peer Lending

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Improving Credit Risk Prediction in Online Peer-to-Peer (P2P) Lending Using Imbalanced Learning Techniques

2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI) ◽

10.1109/ictai.2017.00037 ◽

2017 ◽

Cited By ~ 1

Author(s):

Luis Eduardo Boiko Ferreira ◽

Jean Paul Barddal ◽

Heitor Murilo Gomes ◽

Fabricio Enembreck

Keyword(s):

Credit Risk ◽

Risk Prediction ◽

Peer To Peer ◽

Imbalanced Learning ◽

Learning Techniques ◽

P2p Lending

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