Explainable AI for Interpretable Credit Scoring

3 December 2020

Papers citing "Explainable AI for Interpretable Credit Scoring"

13 / 13 papers shown

Title
Language Model Guided Reinforcement Learning in Quantitative Trading Adam Darmanin Vince Vella AIFin 44 0 0 04 Aug 2025
WISCA: A Consensus-Based Approach to Harmonizing Interpretability in Tabular Datasets A. Banegas-Luna Horacio Pérez-Sánchez Carlos Martínez-Cortés 72 0 0 06 Jun 2025
Linear Discriminant Analysis in Credit Scoring: A Transparent Hybrid Model Approach Md Shihab Reza Monirul Islam Mahmud Ifti Azad Abeer Nova Ahmed 116 1 0 05 Dec 2024
Peeking Inside the Schufa Blackbox: Explaining the German Housing Scoring System Dean-Robin Kern Gunnar Stevens Erik Dethier Sidra Naveed F. Alizadeh Delong Du Md. Shajalal 107 1 0 20 Nov 2023
A Comprehensive Review on Financial Explainable AI Wei Jie Yeo Wihan van der Heever Rui Mao Min Zhang Ranjan Satapathy G. Mengaldo XAI AI4TS 103 27 0 21 Sep 2023
Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations Max Schemmer Niklas Kühl Carina Benz Andrea Bartos G. Satzger 101 127 0 04 Feb 2023
Explainable, Interpretable & Trustworthy AI for Intelligent Digital Twin: Case Study on Remaining Useful Life Kazuma Kobayashi S. B. Alam 78 71 0 17 Jan 2023
Generating detailed saliency maps using model-agnostic methods Maciej Sakowicz FAtt 69 0 0 04 Sep 2022
SHAP-XRT: The Shapley Value Meets Conditional Independence Testing Jacopo Teneggi Beepul Bharti Yaniv Romano Jeremias Sulam FAtt 188 6 0 14 Jul 2022
I Know Therefore I Score: Label-Free Crafting of Scoring Functions using Constraints Based on Domain Expertise Ragja Palakkadavath S. Sivaprasad Shirish S. Karande N. Pedanekar 113 0 0 18 Mar 2022
A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data Raphael Mazzine David Martens 120 34 0 09 Jul 2021
Interpretability in deep learning for finance: a case study for the Heston model D. Brigo Xiaoshan Huang A. Pallavicini Haitz Sáez de Ocáriz Borde FAtt 45 10 0 19 Apr 2021
Explaining Credit Risk Scoring through Feature Contribution Alignment with Expert Risk Analysts Ayoub El Qadi Natalia Díaz Rodríguez M. Trocan Thomas Frossard 83 6 0 15 Mar 2021