Pierre Monnin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Graph Embedding

Knowledge Acquisition

Scalability Issues

Top Venues

Publications

Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Davy Monticolo, Armelle Brun
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips. ESWC (2) (2024)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction. ESWC (1) (2024)
Rémi Felin, Pierre Monnin, Catherine Faron, Andrea G. B. Tettamanzi
An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints. EuroGP (2024)
Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. CoRR (2023)
Jixiong Liu, Yoan Chabot, Raphaël Troncy, Viet-Phi Huynh, Thomas Labbé, Pierre Monnin
From tabular data to knowledge graphs: A survey of semantic table interpretation tasks and methods. J. Web Semant. 76 (2023)
Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Armelle Brun, Davy Monticolo
PyGraft: Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips. CoRR (2023)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Enhancing Knowledge Graph Embedding Models with Semantic-driven Loss Functions. CoRR (2023)
Claudia d'Amato, Louis Mahon, Pierre Monnin, Giorgos Stamou
Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges. TGDK 1 (1) (2023)
Nicolas Hubert, Pierre Monnin, Heiko Paulheim
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs. CoRR (2023)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
: Is my knowledge graph embedding model semantic-aware? Semantic Web 14 (6) (2023)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Sem@K: Is my knowledge graph embedding model semantic-aware? CoRR (2023)
Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael Castro, Jiaoyan Chen, Adrien Coulet, Julien Cufi, Hang Dong, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks, Martin Huschka, Liliana Ibanescu, Sarika Jain, Ernesto Jiménez-Ruiz, Naouel Karam, Patrick Lambrix, Huanyu Li, Ying Li, Pierre Monnin, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Guilherme Sousa, Cássia Trojahn, Jana Vatascinová, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou
Results of the Ontology Alignment Evaluation Initiative 2023. OM@ISWC (2023)
Jiaoyan Chen, Hang Dong, Janna Hastings, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Skoda, Valentina A. M. Tamma
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities. TGDK 1 (1) (2023)
Lucas Jarnac, Miguel Couceiro, Pierre Monnin
Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning. CoRR (2023)
Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. K-CAP (2023)
Jiaoyan Chen, Hang Dong, Janna Hastings, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Skoda, Valentina A. M. Tamma
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities. CoRR (2023)
Lucas Jarnac, Miguel Couceiro, Pierre Monnin
Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning. CIKM (2023)
Pierre Monnin
Appariement et fouille dans les graphes de connaissances du Web des données Applications en pharmacogénomique. EGC (2022)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Knowledge Graph Embeddings for Link Prediction: Beware of Semantics! DL4KG@ISWC (2022)
Pierre Monnin, Miguel Couceiro
Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion. ICCBR Workshops (2022)
Christophe Sarthou-Camy, Guillaume Jourdain, Yoan Chabot, Pierre Monnin, Frédéric Deuzé, Viet-Phi Huynh, Jixiong Liu, Thomas Labbé, Raphaël Troncy
DAGOBAH UI: A New Hope for Semantic Table Interpretation. ESWC (Satellite Events) (2022)
Pierre Monnin, Adrien Coulet
Matching pharmacogenomic knowledge: particularities, results, and perspectives. OM@ISWC (2022)
Lucas Jarnac, Pierre Monnin
Wikidata to Bootstrap an Enterprise Knowledge Graph: How to Stay on Topic? Wikidata@ISWC (2022)
Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet
Discovering alignment relations with Graph Convolutional Networks: A biomedical case study. Semantic Web 13 (3) (2022)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
New Strategies for Learning Knowledge Graph Embeddings: The Recommendation Case. EKAW (2022)
Yoan Chabot, Frédéric Deuzé, Viet-Phi Huynh, Thomas Labbé, Jixiong Liu, Pierre Monnin, Raphaël Troncy
A Framework for Automatically Interpreting Tabular Data at Orange. ISWC (Posters/Demos/Industry) (2021)
Emmanuel Bresso, Pierre Monnin, Cédric Bousquet, François-Élie Calvier, Ndeye Coumba Ndiaye, Nadine Petitpain, Malika Smaïl-Tabbone, Adrien Coulet
Investigating ADR mechanisms with Explainable AI: a feasibility study with knowledge graph mining. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Frédéric Deuzé, Thomas Labbé, Pierre Monnin, Raphaël Troncy
DAGOBAH: Table and Graph Contexts For Efficient Semantic Annotation Of Tabular Data. SemTab@ISWC (2021)
Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Thomas Labbé, Pierre Monnin, Raphaël Troncy
DAGOBAH: Enhanced Scoring Algorithms for Scalable Annotations of Tabular Data. SemTab@ISWC (2020)
Pierre Monnin, Emmanuel Bresso, Miguel Couceiro, Malika Smaïl-Tabbone, Amedeo Napoli, Adrien Coulet
Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study. ALGOS (2020)
Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet
Knowledge-Based Matching of n-ary Tuples. ICCS (2020)
Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet
Knowledge Reconciliation of n-ary Relations. CoRR (2020)
Pierre Monnin, Emmanuel Bresso, Miguel Couceiro, Malika Smaïl-Tabbone, Amedeo Napoli, Adrien Coulet
Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study. CoRR (2020)
Emmanuel Bresso, Pierre Monnin, Cédric Bousquet, François-Élie Calvier, Ndeye Coumba Ndiaye, Nadine Petitpain, Malika Smaïl-Tabbone, Adrien Coulet
Investigating ADR mechanisms with knowledge graph mining and explainable AI. CoRR (2020)
Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet
Rediscovering alignment relations with Graph Convolutional Networks. CoRR (2020)
Pierre Monnin, Joël Legrand, Graziella Husson, Patrice Ringot, Andon Tchechmedjiev, Clément Jonquet, Amedeo Napoli, Adrien Coulet
PGxO and PGxLOD: a reconciliation of pharmacogenomic knowledge of various provenances, enabling further comparison. BMC Bioinform. (4) (2019)
Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet
Knowledge Reconciliation with Graph Convolutional Networks: Preliminary Results. DL4KG@ESWC (2019)
Pierre Monnin
Discovering and Comparing Relational Knowledge, the Example of Pharmacogenomics. EKAW (Doctoral Consortium) (2018)
Pierre Monnin, Amedeo Napoli, Adrien Coulet
Combining Concept Annotation and Pattern Structures for Guiding Ontology Mapping. FCA4AI@IJCAI (2018)
Pierre Monnin, Mario Lezoche, Amedeo Napoli, Adrien Coulet
Using Formal Concept Analysis for Checking the Structure of an Ontology in LOD: The Example of DBpedia. ISMIS (2017)
Pierre Monnin, Clément Jonquet, Joël Legrand, Amedeo Napoli, Adrien Coulet
PGxO: A very lite ontology to reconcile pharmacogenomic knowledge units. PeerJ Prepr. 5 (2017)