Pierre Monnin
Junior Fellow in AI at Université Côte d'Azur
Research within the Wimmics team
Teaching within EFELIA Côte d'Azur
I3S Laboratory
930 Route des Colles, BP 145
06903 Sophia Antipolis Cedex, France
Projects, Software & Data
Projects
| Project | Duration | Funding agency | Role | Partners | Funding for my institution | Total funding |
|---|---|---|---|---|---|---|
| ECLADATTA | 2023 - 2026 (42 months) |
French National Research Agency (ANR) Generic Call 2022 |
Principal Investigator (2023) Associated Member (2023 - 2026) |
EURECOM, IRIT, Orange | 196k€ | 601k€ |
| AT2TA | 2023 - 2026 (42 months) |
French National Research Agency (ANR) Generic Call 2022 |
Investigator; WP co-leader | LORIA, IHU Imagine, IRIT, Inria Paris, Infologic, Université Côte d'Azur | 30k€ | 669k€ |
Software & Data
- PGxLOD, a knowledge graph integrating pharmacogenomic knowledge from various sources
- PGxO, an ontology to represent pharmacogenomic knowledge
- YAGO4-LP, link prediction datasets based on the YAGO4 knowledge graph
- Wikidata Thematic Subgraph Selection, datasets to train and evaluate algorithms to select thematic subgraphs of interest in a large knowledge graph from seed entities of interest
- Pharmacogenomics datasets for Ontology Matching, datasets based on the PGxLOD knowledge graph to evaluate Ontology Matching algorithms on a structure-based instance matching task from the domain of pharmacogenomics
- analogical-pruning, an analogy-based pruning model for subgraph selection
- PyGraft, a Python tool to generate synthetic schemas and knowledge graphs
- KGPrune, an API and Web application to extract subgraphs from Wikidata around user-input entities of interest while avoiding topical drift
- Code of other experiments on GitHub