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P. Monnin

18 papers hereh-index 161.8k citations66 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author8
  • last author6

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.AI9
  • cs.LG6
  • cs.CL2
  • cs.DB1
same name
  • P. Monnin — 1 paper, h 21

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedKnowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities

9 citations · 34 across the 18 of their papers we have counts for

collaborators
Showing 2020 · cs.LGShow all

2 papers · 2 filters

cs.LG2020

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.…

cs.LG2020★ 4 cited

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.