Pierre Monnin

According to our database, Pierre Monnin authored at least 36 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints.

Rémi Felin, Pierre Monnin, Catherine Faron, Andrea G. B. Tettamanzi

Proceedings of the Genetic Programming - 27th European Conference, 2024

2023

From tabular data to knowledge graphs: A survey of semantic table interpretation tasks and methods.

Jixiong Liu, Yoan Chabot, Raphaël Troncy, Viet-Phi Huynh, Thomas Labbé, Pierre Monnin

J. Web Semant., April, 2023

Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges.

Claudia d'Amato, Louis Mahon, Pierre Monnin, Giorgos Stamou

TGDK, 2023

Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities.

Jiaoyan Chen, Hang Dong, Janna Hastings, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Skoda, Valentina A. M. Tamma

TGDK, 2023

Sem@<i>K</i>: Is my knowledge graph embedding model semantic-aware?

Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo

Semantic Web, 2023

Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs.

Nicolas Hubert, Pierre Monnin, Heiko Paulheim

CoRR, 2023

PyGraft: Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips.

Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Armelle Brun, Davy Monticolo

CoRR, 2023

Enhancing Knowledge Graph Embedding Models with Semantic-driven Loss Functions.

Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo

CoRR, 2023

Sem@K: Is my knowledge graph embedding model semantic-aware?

Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo

CoRR, 2023

Results of the Ontology Alignment Evaluation Initiative 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

Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE.

Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo

Proceedings of the 12th Knowledge Capture Conference 2023, 2023

Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning.

Lucas Jarnac, Miguel Couceiro, Pierre Monnin

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Discovering alignment relations with Graph Convolutional Networks: A biomedical case study.

Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet

Semantic Web, 2022

Matching pharmacogenomic knowledge: particularities, results, and perspectives.

Pierre Monnin, Adrien Coulet

Proceedings of the 17th International Workshop on Ontology Matching (OM 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

Wikidata to Bootstrap an Enterprise Knowledge Graph: How to Stay on Topic?

Lucas Jarnac, Pierre Monnin

Proceedings of the 3rd Wikidata Workshop 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), 2022

Knowledge Graph Embeddings for Link Prediction: Beware of Semantics!

Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo

Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion.

Pierre Monnin, Miguel Couceiro

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Appariement et fouille dans les graphes de connaissances du Web des données Applications en pharmacogénomique.

Pierre Monnin

Proceedings of the Extraction et Gestion des Connaissances, 2022

DAGOBAH UI: A New Hope for Semantic Table Interpretation.

Christophe Sarthou-Camy, Guillaume Jourdain, Yoan Chabot, Pierre Monnin, Frédéric Deuzé, Viet-Phi Huynh, Jixiong Liu, Thomas Labbé, Raphaël Troncy

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

New Strategies for Learning Knowledge Graph Embeddings: The Recommendation Case.

Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo

Proceedings of the Knowledge Engineering and Knowledge Management, 2022

2021

Investigating ADR mechanisms with Explainable AI: a feasibility study with knowledge graph mining.

Emmanuel Bresso, Pierre Monnin, Cédric Bousquet, François-Élie Calvier, Ndeye Coumba Ndiaye, Nadine Petitpain, Malika Smaïl-Tabbone, Adrien Coulet

BMC Medical Informatics Decis. Mak., 2021

DAGOBAH: Table and Graph Contexts For Efficient Semantic Annotation Of Tabular Data.

Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Frédéric Deuzé, Thomas Labbé, Pierre Monnin, Raphaël Troncy

Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

A Framework for Automatically Interpreting Tabular Data at Orange.

Yoan Chabot, Frédéric Deuzé, Viet-Phi Huynh, Thomas Labbé, Jixiong Liu, Pierre Monnin, Raphaël Troncy

Proceedings of the ISWC 2021 Posters, 2021

2020

Matching and mining in knowledge graphs of the Web of data - Applications in pharmacogenomics. (Appariement et fouille dans les graphes de connaissances du Web des données - Applications en pharmacogénomique).

Pierre Monnin

PhD thesis, 2020

Investigating ADR mechanisms with knowledge graph mining and explainable AI.

Emmanuel Bresso, Pierre Monnin, Cédric Bousquet, François-Élie Calvier, Ndeye Coumba Ndiaye, Nadine Petitpain, Malika Smaïl-Tabbone, Adrien Coulet

CoRR, 2020

Rediscovering alignment relations with Graph Convolutional Networks.

Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet

CoRR, 2020

Knowledge Reconciliation of n-ary Relations.

Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet

CoRR, 2020

DAGOBAH: Enhanced Scoring Algorithms for Scalable Annotations of Tabular Data.

Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Thomas Labbé, Pierre Monnin, Raphaël Troncy

Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching (SemTab 2020) co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

Knowledge-Based Matching of n-ary Tuples.

Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet

Proceedings of the Ontologies and Concepts in Mind and Machine, 2020

Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study.

Pierre Monnin, Emmanuel Bresso, Miguel Couceiro, Malika Smaïl-Tabbone, Amedeo Napoli, Adrien Coulet

Proceedings of the First International Conference "Algebras, graphs and ordered sets", 2020

2019

PGxO and PGxLOD: a reconciliation of pharmacogenomic knowledge of various provenances, enabling further comparison.

Pierre Monnin, Joël Legrand, Graziella Husson, Patrice Ringot, Andon Tchechmedjiev, Clément Jonquet, Amedeo Napoli, Adrien Coulet

BMC Bioinform., 2019

Knowledge Reconciliation with Graph Convolutional Networks: Preliminary Results.

Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet

Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2019) Co-located with the 16th Extended Semantic Web Conference 2019 (ESWC 2019), 2019

2018

Combining Concept Annotation and Pattern Structures for Guiding Ontology Mapping.

Pierre Monnin, Amedeo Napoli, Adrien Coulet

Proceedings of the 6th International Workshop "What can FCA do for Artificial Intelligence"? co-located with International Joint Conference on Artificial Intelligence and European Conference on Artificial Intelligence (IJCAI/ECAI 2018), 2018

Discovering and Comparing Relational Knowledge, the Example of Pharmacogenomics.

Pierre Monnin

Proceedings of the EKAW Doctoral Consortium 2018 co-located with the 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), 2018

2017

PGxO: A very lite ontology to reconcile pharmacogenomic knowledge units.

Pierre Monnin, Clément Jonquet, Joël Legrand, Amedeo Napoli, Adrien Coulet

PeerJ Prepr., 2017

Using Formal Concept Analysis for Checking the Structure of an Ontology in LOD: The Example of DBpedia.

Pierre Monnin, Mario Lezoche, Amedeo Napoli, Adrien Coulet

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017