40 citations · 46 across the 9 of their papers we have counts for
Showing cs.AIShow all
3 papers · 1 filter
cs.AI2024
Foundations for Unfairness in Anomaly Detection -- Case Studies in Facial Imaging Data
Michael Livanos, Ian Davidson
Deep anomaly detection (AD) is perhaps the most controversial of data analytic tasks as it identifies entities that are then specifically targeted for further investigation or excl…
cs.AI2024
Identification and Uses of Deep Learning Backbones via Pattern Mining
Michael Livanos, Ian Davidson
Deep learning is extensively used in many areas of data mining as a black-box method with impressive results. However, understanding the core mechanism of how deep learning makes p…
cs.AI2016★ 1 cited
Some Advances in Role Discovery in Graphs
Sean Gilpin, Chia-Tung Kuo, Tina Eliassi-Rad +1
Role discovery in graphs is an emerging area that allows analysis of complex graphs in an intuitive way. In contrast to other graph prob- lems such as community discovery, which fi…