9 citations · 34 across the 18 of their papers we have counts for
4 papers · 1 filter
Investigating ADR mechanisms with knowledge graph mining and explainable AI
Emmanuel Bresso, Pierre Monnin, Cédric Bousquet +5
Adverse Drug Reactions (ADRs) are characterized within randomized clinical trials and postmarketing pharmacovigilance, but their molecular mechanism remains unknown in most cases.…
Discovering alignment relations with Graph Convolutional Networks: a biomedical case study
Pierre Monnin, Chedy Raïssi, Amedeo Napoli +1
Knowledge graphs are freely aggregated, published, and edited in the Web of data, and thus may overlap. Hence, a key task resides in aligning (or matching) their content. This task…
Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study
Pierre Monnin, Emmanuel Bresso, Miguel Couceiro +3
Features mined from knowledge graphs are widely used within multiple knowledge discovery tasks such as classification or fact-checking. Here, we consider a given set of vertices, c…
Knowledge-Based Matching of -ary Tuples
Pierre Monnin, Miguel Couceiro, Amedeo Napoli +1
An increasing number of data and knowledge sources are accessible by human and software agents in the expanding Semantic Web. Sources may differ in granularity or completeness, and…