5 citations · 10 across the 5 of their papers we have counts for
5 papers
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals
Greta Warren, Mark T. Keane, Christophe Gueret +1
Counterfactual explanations are an increasingly popular form of post hoc explanation due to their (i) applicability across problem domains, (ii) proposed legal compliance (e.g., wi…
Background Knowledge Injection for Interpretable Sequence Classification
Severin Gsponer, Luca Costabello, Chan Le Van +4
Sequence classification is the supervised learning task of building models that predict class labels of unseen sequences of symbols. Although accuracy is paramount, in certain scen…
Knowledge Maps and Information Retrieval (KMIR)
Peter Mutschke, Andrea Scharnhorst, Christophe Guéret +3
Information systems usually show as a particular point of failure the vagueness between user search terms and the knowledge orders of the information space in question. Some kind o…
The Entity Registry System: Implementing 5-Star Linked Data Without the Web
Marat Charlaganov, Philippe Cudré-Mauroux, Cristian Dinu +3
Linked Data applications often assume that connectivity to data repositories and entity resolution services are always available. This may not be a valid assumption in many cases.…
Genericity versus expressivity - an exercise in semantic interoperable research information systems for Web Science
Christophe Guéret, Tamy Chambers, Linda Reijnhoudt +2
The web does not only enable new forms of science, it also creates new possibilities to study science and new digital scholarship. This paper brings together multiple perspectives:…