University of Edinburgh Business School
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Conference Papers
Will machine learning and hyperparameter optimization become a game changer for credit scoring?
Presenter(s): Knut Opdal; Thomas Hill; Rikard Bohm
Year of presentation: 2017
Affiliate institution: StatSoft; Quest Information Management
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Conference Papers
When you’re drowning in collections, optimising your swimming technique can be helpful
Presenter(s): Bruce Curry; Andy Harrison
Year of presentation: 2017
Affiliate institution: FICO
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Conference Papers
Using AI and machine learning to comply with anti-money laundering regulations
Presenter(s): Scott Zoldi
Year of presentation: 2017
Affiliate institution: FICO
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Conference Papers
Usage of early warning signs scoring models for cross selling credit products: a case study
Presenter(s): Dmytro Kolechko
Year of presentation: 2017
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Conference Papers
Transaction data categorisation for credit decisioning
Presenter(s): Kevin Allen; Phil Grady; Daniel Weaver; Roger Vincent
Year of presentation: 2017
Affiliate institution: Castlight Financial; Equifax
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Conference Papers
The statistical dilemma: forecasting future losses under a benign economic environment, a trade off between statistical robustness and business need
Presenter(s): Katie Cleary
Year of presentation: 2017
Affiliate institution: TSB
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Conference Papers
The extended exogenous maturity vintage model across the consumer credit lifecycle
Presenter(s): Musa Malwandla; Allan Clark; Kanshukan Rajaratnam
Year of presentation: 2017
Affiliate institution: University of Cape Town; Standard Bank of South Africa
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Conference Papers
Survival models for credit risks with time varying parameters
Presenter(s): Viani Djeundje; Jonathan Crook
Year of presentation: 2017
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Conference Papers
Spatial contagion in mortgage defaults: a survival approach
Presenter(s): Raffaella Calabrese; Jonathan Crook
Year of presentation: 2017
Affiliate institution: The University of Edinburgh
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