93 citations · 195 across the 11 of their papers we have counts for
3 papers · 1 filter
Shallow Self-Learning for Reject Inference in Credit Scoring
Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann +2
Credit scoring models support loan approval decisions in the financial services industry. Lenders train these models on data from previously granted credit applications, where the…
Health Analytics: a systematic review of approaches to detect phenotype cohorts using electronic health records
Norman Hiob, Stefan Lessmann
The paper presents a systematic review of state-of-the-art approaches to identify patient cohorts using electronic health records. It gives a comprehensive overview of the most com…
Residual Value Forecasting Using Asymmetric Cost Functions
Korbinian Dress, Stefan Lessmann, Hans-Jörg von Mettenheim
Leasing is a popular channel to market new cars. Pricing a leasing contract is complicated because the leasing rate embodies an expectation of the residual value of the car after c…