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cs.LG2022
PERFEX: Classifier Performance Explanations for Trustworthy AI Systems
Erwin Walraven, Ajaya Adhikari, Cor J. Veenman
Explainability of a classification model is crucial when deployed in real-world decision support systems. Explanations make predictions actionable to the user and should inform abo…
cs.CV2022
Supervised segmentation of NO2 plumes from individual ships using TROPOMI satellite data
Solomiia Kurchaba, Jasper van Vliet, Fons J. Verbeek +2
The shipping industry is one of the strongest anthropogenic emitters of -- substance harmful both to human health and the environment. The rapid growth of the…
cs.LG2022
Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models
S. Vethman, A. Adhikari, M. H. T. de Boer +2
Discriminatory job vacancies are disapproved worldwide, but remain persistent. Discrimination in job vacancies can be explicit by directly referring to demographic memberships of c…