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Deep learning for credit scoring : do or don't?

Gunnarsson, Björn Rafn; Vanden Broucke, Seppe; … - In: European journal of operational research : EJOR 295 (2021) 1, pp. 292-305

Persistent link: https://www.econbiz.de/10012595981

Benchmarking state-of-the-art classification algorithms for credit scoring : an update of research

Lessmann, Stefan; Baesens, Bart; Seow, Hsin-Vonn; … - In: European journal of operational research : EJOR 247 (2015) 1, pp. 124-136

Persistent link: https://www.econbiz.de/10011347117

Development and application of consumer credit scoring models using profit-based classification measures

Verbraken, Thomas; Bravo, Cristián; Weber, Richard; … - In: European journal of operational research : EJOR 238 (2014) 2, pp. 505-513

Persistent link: https://www.econbiz.de/10010400198

Credit scoring for microfinance : is it worth it?

Van Gool, Joris; Verbeke, Wouter; Sercu, Piet; Baesens, Bart - In: International journal of finance & economics : IJFE 17 (2012) 2, pp. 103-123

Persistent link: https://www.econbiz.de/10009615703

Time to default in credit scoring using survival analysis : a benchmark study

Dirick, Lore; Claeskens, Gerda; Baesens, Bart - 2015

Persistent link: https://www.econbiz.de/10011675281

Time to default in credit scoring using survival analysis : a benchmark study

Dirick, Lore; Claeskens, Gerda; Baesens, Bart - In: Journal of the Operational Research Society : OR 68 (2017) 6, pp. 652-665

Persistent link: https://www.econbiz.de/10011656882

Credit rating prediction using Ant Colony optimization

Martens, David; Van Gestel, Tony; De Backer, Manu; … - In: Journal of the Operational Research Society : OR 61 (2010) 4, pp. 561-573

Persistent link: https://www.econbiz.de/10003969991

Building intelligent credit scoring systems using decision tables

Baesens, Bart (contributor) - In: Enterprise information systems V : [papers selected …, (pp. 131-137). 2004

Persistent link: https://www.econbiz.de/10002618198

Neural network survival analysis for personal loan data

Baesens, Bart; Van Gestel, Tony; Stepanova, Marija P.; … - 2004 - [Elektronische Ressource]

Persistent link: https://www.econbiz.de/10002464125

Time to Default in Credit Scoring Using Survival Analysis : A Benchmark Study

Dirick, Lore - 2015

We investigate the performance of various survival analysis techniques applied to ten actual credit data sets from Belgian and UK financial institutions. In the comparison we consider classical survival analysis techniques, namely the accelerated failure time models and Cox proportional hazards...

Persistent link: https://www.econbiz.de/10013015088