Explainable Credit Models is a computational framework within credit scoring that enables transparent and interpretable predictions by inherently revealing the rationale behind credit decisions through human-understandable features or decision rules.
31
Publications
1.9K
Citations
97
Authors
46
Institutions
Publications per year
2017–2026
25
Parents
Publications
31
Explainable Machine Learning in Credit Risk Management
Niklas Bussmann, Paolo Giudici, Dimitri Marinelli et al. · Computational Economics · 2020 · 419 citations · Full text
Business, Finance, Risk Management +17
Explainable AI in Fintech Risk Management
Niklas Bussmann, Paolo Giudici, Dimitri Marinelli et al. · Frontiers in Artificial Intelligence · 2020 · 194 citations · Full text
Business, Finance, Risk Management +17
Explainability of a Machine Learning Granting Scoring Model in Peer-to-Peer Lending
Miller Janny Ariza Garzón, Javier Arroyo, Antonio Caparrini et al. · IEEE Access · 2020 · 168 citations · Full text
Computing, Computer Science, Finance +17
Explainable artificial intelligence for digital finance and consumption upgrading
Linjiang Zhou, Xiaochuan Shi, Yaxiong Bao et al. · Finance research letters · 2023 · 166 citations
Business, Computer Science, Finance +15
Explainable Artificial Intelligence Approaches: A Survey
Sheikh Rabiul Islam, William Eberle, Sheikh Ghafoor et al. · arXiv (Cornell University) · 2021 · 89 citations · Full text
1–5 of 31
Authors
97
- PG
5
h-index
- RD
2
h-index
- AN
2
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- RZ
2
h-index
- NB
2
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1–5 of 97
Institutions
46
University of Pavia
Pavia, Italy
5 h-index
13 publications
1.6K citations
Massachusetts Institute of Technology
Cambridge, United States
2 h-index
9 publications
197 citations
Peking University
Beijing, China
2 h-index
2 publications
46 citations
Macquarie University
Sydney, Australia
1 h-index
1 publications
14 citations
VSB - Technical University of Ostrava
Ostrava, Czechia
1 h-index
1 publications
67 citations
Northeastern University
Shenyang, China
1 h-index
4 publications
104 citations
Australian Catholic University
Brisbane, Australia
1 h-index
1 publications
41 citations
College of Charleston
Charleston, United States
1 h-index
1 publications
22 citations
1–8 of 46
Venues
- arXiv (Cornell University)
Repository · 6 publications · 225 citations
6
h-index
- Finance research letters
2 publications · 192 citations
2
h-index
- Annals of Operations Research
1 publications · 15 citations
1
h-index
- Journal of Economics and Business
1 publications · 59 citations
1
h-index
- Socio-Economic Planning Sciences
1 publications · 19 citations
1
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1–5