Conference Papers

It’s not all about the money: bankruptcy prediction using relational data

Presenter(s): Ellen Tobback

Year of presentation: 2015

Affiliate institution: Applied Data Mining; Universiteit Antwerpen

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Conference Papers

On a systematic hyperparameter tuning framework in R for credit scoring with special considerations to class imbalance correction

Presenter(s): Gero Szepannek; Bernd Bischl; Tobias Kühn

Year of presentation: 2015

Affiliate institution: Santander Consumer Bank; LMU München

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Conference Papers

On the heterogeneous effects of non-credit-related information in online P2P lending: a quantile regression analysis

Presenter(s): Sirong Luo; Dengpan Liu; Yinmin Ye

Year of presentation: 2015

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Conference Papers

The prediction of time to default for personal loans using mixture cure models: including macro-economic factors

Presenter(s): Lore Dirick; Anthony Bellotti; Gerda Claeskens; Bart Baesens

Year of presentation: 2015

Affiliate institution: KU Leuven; Imperial College London; University of Southampton

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Conference Papers

Sand pile modeling of economic variables for credit risk applications

Presenter(s): João Pires da Cruz; Helena Cruz; Janshukan Rajaratnam; Peter Beling; George A. Overstreet Jr.

Year of presentation: 2015

Affiliate institution: Closer Consulting Ltd; University of Lisbon; University of Cape Town; University of Virginia

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Conference Papers

‘Downturn’ estimates for Basel credit risk metrics

Presenter(s): Eric McVittie

Year of presentation: 2015

Affiliate institution: Experian

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Conference Papers

Cyber analytics: streaming transaction analytics to identify malevolent cyber intrusions

Presenter(s): Jehan Athwal; Matthew Kennel; Scott Zoldi

Year of presentation: 2015

Affiliate institution: FICO

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Conference Papers

Benchmarking alternative data for scoring the “Uns”

Presenter(s): Bailey Klinger

Year of presentation: 2015

Affiliate institution: EFL Global Ltd.

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Conference Papers

Collaborative profiling: predictive profiling from other customers’ behavior

Presenter(s): Matthew Kennel; Scott Zoldi

Year of presentation: 2015

Affiliate institution: FICO

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Conference Papers

Multi-bureau data: maximising predictive accuracy and customer understanding

Presenter(s): Dr Mark Kelly

Year of presentation: 2015

Affiliate institution: DecisionMetrics

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