Enhancing the explainability of the default probability model using the logic learning machine : a comparison between native "white boxes" machine learning techniques
Pier Giuseppe Giribone, Serena Berretta, Michelangelo Fusaro, Marco Muselli, Federico Tropiano and Damiano Verda
| Year of publication: |
2025
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|---|---|
| Authors: | Giribone, Pier Giuseppe ; Berretta, Serena ; Fusaro, Michelangelo ; Muselli, Marco ; Tropiano, Federico ; Verda, Damiano |
| Published in: |
International journal of financial engineering. - Singapore [u.a.] : World Scientific, ISSN 2424-7944, ZDB-ID 2832512-6. - Vol. 12.2025, 3, Art.-No. 2550005, p. 1-37
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| Subject: | Logic learning machine (LLM) | classification and regression trees (CART) | credit riskmodeling | explainable artificial intelligence (XAI) | Künstliche Intelligenz | Artificial intelligence | Theorie | Theory |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1142/S2424786325500057 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015550822