Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data
Authors
Agnieszka Mikołajczyk
agnieszka.mikolajczyk@pg.edu.pl
Department of Electrical Engineering, Control Systems and Informatics, Gdansk University of Technology, Poland
Michał Grochowski
Department of Electrical Engineering, Control Systems and Informatics, Gdansk University of Technology, Poland
Arkadiusz Kwasigroch
Department of Electrical Engineering, Control Systems and Informatics, Gdansk University of Technology, Poland
Language: English
Page range: 51 - 67
Submitted on: May 15, 2020
Accepted on: Sep 30, 2020
Published on: Dec 3, 2020
Published by: SAN University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Related subjects:
© 2020 Agnieszka Mikołajczyk, Michał Grochowski, Arkadiusz Kwasigroch, published by SAN University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.