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Credit rating systems : regulatory framework and comparative evaluation of existing methods

Papageorgiou, Dimitris; Doumpos, Michael; Zopounidis, … - In: Handbook of financial engineering, (pp. 457-488). 2008

Persistent link: https://www.econbiz.de/10003753705

Credit card application assessment using a neuro-fuzzy classification system

Kitsios, Emmanouel; Doumpos, Michael; Zopounidis, Constantin - In: Fuzzy economic review : the review of the International … 11 (2006) 1, pp. 3-26

Persistent link: https://www.econbiz.de/10003305247

Combining accounting data and a structural model for predicting credit ratings : empirical evidence from European listed firms

Doumpos, Michael; Niklis, Dimitrios; Zopounidis, Constantin - In: Journal of banking & finance 50 (2015), pp. 599-607

Persistent link: https://www.econbiz.de/10010510180

On the use of a combination approach to automated knowledge acquisition based on neural networks and fuzzy logic with regard to credit scoring problems

Michalopoulos, M.; Dounias, G.; Hatas, D.; Zopounidis, … - In: New trends in banking management : with 42 tables, (pp. 87-101). 2002

Persistent link: https://www.econbiz.de/10001703789

Preference disaggregation methodology in segmentation problems : the case of financial distress

Zopounidis, Constantin - In: New operational approaches for financial modelling, (pp. 417-439). 1997

Persistent link: https://www.econbiz.de/10001299201

Rough-set sorting of firms according to bankruptcy risk

Słowiński, Roman - In: Applying multiple criteria aid for decision to …, (pp. 339-357). 1994

Persistent link: https://www.econbiz.de/10001320093

A multicriteria outranking modeling approach for credit rating

Doumpos, Michael; Zopounidis, Constantin - In: Decision sciences : DS 42 (2011) 3, pp. 721-742

Persistent link: https://www.econbiz.de/10009299451

Combination of market and accounting-based models for credit scoring using a multicriteria classification approach

Niklis, Dimitrios; Doumpos, Michael; Zopounidis, Constantin - In: New trends in bank efficiency, (pp. 1-16). 2013

Persistent link: https://www.econbiz.de/10009777332

MONOTONIC SUPPORT VECTOR MACHINES FOR CREDIT RISK RATING

DOUMPOS, MICHAEL; ZOPOUNIDIS, CONSTANTIN - In: New Mathematics and Natural Computation (NMNC) 05 (2009) 03, pp. 557-570

Credit rating models are widely used by banking institutions to assess the creditworthiness of credit applicants and to estimate the probability of default. Several pattern classification algorithms are used for the development of such models. In contrast to other pattern classification tasks,...

Persistent link: https://www.econbiz.de/10008490599

Analytical techniques in the assessment of credit risk : an overview of methodologies and applications

Doumpos, Michael; Lemonakis, Christos; Niklis, Dimitrios; … - 2019

Persistent link: https://www.econbiz.de/10011893501