Conference Papers

Deep But Explainable: Explainable Latent Feature Neural Networks

Presenter(s): Shafi Rahman; Scott Zoldi

Year of presentation: 2019

Affiliate institution: FICO

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Conference Papers

Explainable AI in Practice: Using NDT Gen 3 with UK CRA Data

Presenter(s): Stephen Miller; Natalie Scott; Trang Luong; Steven Upton; Tanvi Verma; Kamini Patel

Year of presentation: 2019

Affiliate institution: Equifax

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Conference Papers

Illuminating the Black Box: Machine Learning Model Explanation

Presenter(s): John Oxley; Eric McVittie

Year of presentation: 2019

Affiliate institution: Experian

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Conference Papers

Transparency of Machine Learning Models in Credit Scoring

Presenter(s): Michael Bücker; Gero Szepannek; Mateusz Staniak; Alicja Gosiewska; Przemyslaw Biecek

Year of presentation: 2019

Affiliate institution: University of Applied Sciences Münster; Stralsund University of Applied Sciences; Warsaw University of Technology

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Conference Papers

Interpretable Analytics in Banking

Presenter(s): Belen Martin-Barragan

Year of presentation: 2019

Affiliate institution: The University of Edinburgh

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Conference Papers

Explanations of Machine Learning Predictions: A Mandatory Step for its Application to Operational Processes

Presenter(s): Giorgio Visani; Federico Chesani; Enrico Bagli; Davide Capuzzo; Alessandro Poluzzi

Year of presentation: 2019

Affiliate institution: Università degli Studi di Bologna; CRIF S.p.A.

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Conference Papers

Predictive Models with Explanatory Concepts: A General Framework for Explaining Machine Learning Credit Risk Models that Simultaneously Increases Predictive Power

Presenter(s): Michael McBurnett; Matthew Turner

Year of presentation: 2019

Affiliate institution: Equifax

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Conference Papers

Interpretable Machine Learning Scorecards

Presenter(s): Nikolay Filipenkov; Andrey Denisenko

Year of presentation: 2019

Affiliate institution: SAS Institute

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Conference Papers

Reliable Machine Learning Region Predictions for Automated Valuation Models

Presenter(s): Anthony Bellotti

Year of presentation: 2019

Affiliate institution: Imperial College London

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Conference Papers

Modelling Mortgage Default Resolution Times

Presenter(s): Trevor Fitzpatrick; Christophe Mues

Year of presentation: 2019

Affiliate institution: University of Southampton

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