75 citations · 111 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 75 cited
Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVM
Alberto Barbado, Óscar Corcho, Richard Benjamins
OneClass SVM is a popular method for unsupervised anomaly detection. As many other methods, it suffers from the black box problem: it is difficult to justify, in an intuitive and s…
cs.CY2019★ 36 cited
Responsible AI by Design in Practice
Richard Benjamins, Alberto Barbado, Daniel Sierra
Recently, a lot of attention has been given to undesired consequences of Artificial Intelligence (AI), such as unfair bias leading to discrimination, or the lack of explanations of…