Software Engineering · Computer Science
Conformance checking: A state-of-the-art literature review
Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier
2020-07-22
Computers and Society · Computer Science
A Survey Of Methods For Explaining Black Box Models
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini +2
2018-06-22
Machine Learning · Statistics
Auditing Black-box Models for Indirect Influence
Philip Adler, Casey Falk, Sorelle A. Friedler, Gabriel Rybeck +3
2016-12-01
Artificial Intelligence · Computer Science
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale +3
2018-06-27
Software Engineering · Computer Science
Inspection and Test Process Integration Based on Explicit Test Prioritization Strategies
Frank Elberzhager, Alla Rosbach, Jürgen Münch, Robert Eschbach
2013-11-26
Machine Learning · Computer Science
Fairwashing: the risk of rationalization
Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau, Sébastien Gambs +2
2019-05-16
Machine Learning · Computer Science
Explaining Credit Risk Scoring through Feature Contribution Alignment with Expert Risk Analysts
Ayoub El Qadi, Natalia Diaz-Rodriguez, Maria Trocan, Thomas Frossard
2021-03-16
Artificial Intelligence · Computer Science
Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery
Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet +1
2021-08-09
Machine Learning · Computer Science
Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems
Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel, Arthur Dubois
2024-07-02