Explainable Artificial Intelligence (XAI) in auditing

Visualizing the effects of predictor variables in black box supervised learning models

(2020) Daniel W. Apley et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Predicting supply chain risks using machine learning: The trade-off between performance and interpretability

(2019) George Baryannis et al.   Future Generation Computer Systems-The International Journal of eScience

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

Explanation in artificial intelligence: Insights from the social sciences

(2018) Tim Miller   ARTIFICIAL INTELLIGENCE

Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

(2015) Alex Goldstein et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Data preprocessing techniques for classification without discrimination

(2011) Faisal Kamiran et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Detecting Management Fraud in Public Companies

(2010) Mark Cecchini et al.   MANAGEMENT SCIENCE