Conference Papers

Reject inference in credit scoring using semi-supervised machine learning algorithms

Presenter(s): Fanyin Zhou; Ke Li; Zhiyong Li

Year of presentation: 2017

Affiliate institution: Southwestern University of Finance and Economics

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Conference Papers

Random survival forests in the credit risk models for small and medium enterprises

Presenter(s): Aneta Ptak-Chmielewska; Anna Matuszyk

Year of presentation: 2017

Affiliate institution: Warsaw School of Economics

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Conference Papers

Profit-maximising scorecard development

Presenter(s): Stefan Lessmann; Johannes Haupt; Eugen Stripling; Bart Baesens; Seppe vonden Broucke

Year of presentation: 2017

Affiliate institution: Humboldt-University of Berlin; KU Leuven

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Conference Papers

Predicting prepayment and default risks of unsecured consumer loans in online learning

Presenter(s): Zhiyong Li; Xiao Yao

Year of presentation: 2017

Affiliate institution: Southwestern University of Finance and Economics; Royal Bank of Scotland

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Conference Papers

Predicting likelihood of cyber breach by analyzing external security posture of enterprises

Presenter(s): Scott M. Zoldi

Year of presentation: 2017

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Conference Papers

Personality and risk: a new chapter for credit assessment

Presenter(s): Stephen Connolly

Year of presentation: 2017

Affiliate institution: Coremetrix

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Conference Papers

Overcoming the challenges of maintaining models on a closed portfolio

Presenter(s): Pedro Quinta

Year of presentation: 2017

Affiliate institution: TSB

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Conference Papers

Optimising sample selection in credit scoring with active learning

Presenter(s): Georg Krempl; Daniel Kottke

Year of presentation: 2017

Affiliate institution: University Magdeburg; Kassel University

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Conference Papers

OpenBanking, data protection, machine learning and credit risk models

Presenter(s): Mark Somers

Year of presentation: 2017

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Conference Papers

Modelling the impact of collection actions on recovery rates using retail loan-level panel data

Presenter(s): Angela Freitas De Moraes; Galina Andreeva; Jonathan Crook

Year of presentation: 2017

Affiliate institution: The University of Edinburgh

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