4 citations · 9 across the 5 of their papers we have counts for
5 papers
Towards Algorithmic Transparency: A Diversity Perspective
Fausto Giunchiglia, Jahna Otterbacher, Styliani Kleanthous +4
As the role of algorithmic systems and processes increases in society, so does the risk of bias, which can result in discrimination against individuals and social groups. Research…
Topological Regularization for Graph Neural Networks Augmentation
Rui Song, Fausto Giunchiglia, Ke Zhao +1
The complexity and non-Euclidean structure of graph data hinder the development of data augmentation methods similar to those in computer vision. In this paper, we propose a featur…
Human-in-the-loop Handling of Knowledge Drift
Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini +1
We introduce and study knowledge drift (KD), a complex form of drift that occurs in hierarchical classification. Under KD the vocabulary of concepts, their individual distributions…
Is your Schema Good Enough to Answer my Query?
Yuanwei Zhao, Lan Huang, Bo Wang +4
Ontology-based data integration has been one of the practical methodologies for heterogeneous legacy database integrated service construction. However, it is neither efficient nor…
Compositional Learning of Relation Path Embedding for Knowledge Base Completion
Xixun Lin, Yanchun Liang, Fausto Giunchiglia +2
Large-scale knowledge bases have currently reached impressive sizes; however, these knowledge bases are still far from complete. In addition, most of the existing methods for knowl…