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 (ISMIS, 2017)

PGxO: A very lite ontology to reconcile pharmacogenomic knowledge units. - Pierre Monnin; Clément Jonquet; Joël Legrand; Amedeo Napoli; Adrien Coulet (PeerJ Prepr., 2017)

Discovering and Comparing Relational Knowledge, the Example of Pharmacogenomics. - Pierre Monnin (EKAW (Doctoral Consortium), 2018)

Combining Concept Annotation and Pattern Structures for Guiding Ontology Mapping. - Pierre Monnin; Amedeo Napoli; Adrien Coulet (FCA4AI@IJCAI, 2018)

Knowledge Reconciliation with Graph Convolutional Networks: Preliminary Results. - Pierre Monnin; Chedy Raïssi; Amedeo Napoli; Adrien Coulet (DL4KG@ESWC, 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)

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 (ALGOS, 2020)

Knowledge-Based Matching of n-ary Tuples. - Pierre Monnin; Miguel Couceiro; Amedeo Napoli; Adrien Coulet (ICCS, 2020)

DAGOBAH: Enhanced Scoring Algorithms for Scalable Annotations of Tabular Data. - Viet-Phi Huynh; Jixiong Liu; Yoan Chabot; Thomas Labbé; Pierre Monnin; Raphaël Troncy (SemTab@ISWC, 2020)

Knowledge Reconciliation of n-ary Relations. - Pierre Monnin; Miguel Couceiro; Amedeo Napoli; Adrien Coulet (CoRR, 2020)

Rediscovering alignment relations with Graph Convolutional Networks. - Pierre Monnin; Chedy Raïssi; Amedeo Napoli; Adrien Coulet (CoRR, 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)

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 (2020)

A Framework for Automatically Interpreting Tabular Data at Orange. - Yoan Chabot; Frédéric Deuzé; Viet-Phi Huynh; Thomas Labbé; Jixiong Liu; Pierre Monnin; Raphaël Troncy (ISWC (Posters/Demos/Industry), 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 (SemTab@ISWC, 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)

New Strategies for Learning Knowledge Graph Embeddings: The Recommendation Case. - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (EKAW, 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 (ESWC (Satellite Events), 2022)

Appariement et fouille dans les graphes de connaissances du Web des données Applications en pharmacogénomique. - Pierre Monnin (EGC, 2022)

Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion. - Pierre Monnin; Miguel Couceiro (ICCBR Workshops, 2022)

Knowledge Graph Embeddings for Link Prediction: Beware of Semantics! - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (DL4KG@ISWC, 2022)

Wikidata to Bootstrap an Enterprise Knowledge Graph: How to Stay on Topic? - Lucas Jarnac; Pierre Monnin (Wikidata@ISWC, 2022)

Matching pharmacogenomic knowledge: particularities, results, and perspectives. - Pierre Monnin; Adrien Coulet (OM@ISWC, 2022)

Discovering alignment relations with Graph Convolutional Networks: A biomedical case study. - Pierre Monnin; Chedy Raïssi; Amedeo Napoli; Adrien Coulet (Semantic Web, 2022)

Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning. - Lucas Jarnac; Miguel Couceiro; Pierre Monnin (CIKM, 2023)

Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. - Nicolas Hubert; Heiko Paulheim; Pierre Monnin; Armelle Brun; Davy Monticolo (K-CAP, 2023)

Results of the Ontology Alignment Evaluation Initiative 2023. - Mina Abd Nikooie Pour; Alsayed Algergawy; Patrice Buche; Leyla Jael Castro; Jiaoyan Chen 001; Adrien Coulet; Julien Cufi; Hang Dong 002; Omaima Fallatah; Daniel Faria; Irini Fundulaki; Sven Hertling; et al. (OM@ISWC, 2023)

Sem@K: Is my knowledge graph embedding model semantic-aware? - Nicolas Hubert; Pierre Monnin; 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)

PyGraft: Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips. - Nicolas Hubert; Pierre Monnin; Mathieu d'Aquin; Armelle Brun; Davy Monticolo (CoRR, 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)

Sem@K: Is my knowledge graph embedding model semantic-aware? - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (Semantic Web, 2023)

Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities. - Jiaoyan Chen 001; Hang Dong 002; Janna Hastings; Ernesto Jiménez-Ruiz; Vanessa López; Pierre Monnin; Catia Pesquita; Petr Skoda 001; Valentina Tamma (TGDK, 2023)

Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges. - Claudia d'Amato; Louis Mahon; Pierre Monnin; Giorgos Stamou (TGDK, 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., 2023)

Wikidata Thematic Subgraph Selection. - Lucas Jarnac; Miguel Couceiro; Pierre Monnin (Zenodo, 2023)

KGPRUNE: A Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning. - Pierre Monnin; Cherif-Hassan Nousradine; Lucas Jarnac; Laurel Zuckerman; Miguel Couceiro (ECAI, 2024)

RDFminer: An Interactive Tool for the Evolutionary Discovery of SHACL Shapes. - Rémi Felin; Pierre Monnin; Catherine Faron; Andrea G. B. Tettamanzi (ESWC Satellite Events (1), 2024)

Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction. - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (ESWC (1), 2024)

PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips. - Nicolas Hubert; Pierre Monnin; Mathieu d'Aquin; Davy Monticolo; Armelle Brun (ESWC (2), 2024)

An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints. - Rémi Felin; Pierre Monnin; Catherine Faron; Andrea G. B. Tettamanzi (EuroGP, 2024)

Extraction probabiliste de formes SHACL à l'aide d'algorithmes évolutionnaires. - Rémi Felin; Pierre Monnin; Catherine Faron; Andrea Tettamanzi (EGC, 2024)

Results of the Ontology Alignment Evaluation Initiative 2024. - Mina Abd Nikooie Pour; Alsayed Algergawy; Eva Blomqvist; Patrice Buche; Jiaoyan Chen 001; Adrien Coulet; Julien Cufi; Hang Dong 002; Daniel Faria; Lucas Ferraz; Pedro Giesteira Cotovio; Yuan He 008; et al. (OM@ISWC, 2024)

Fast Computing of Dung Semantics in Acyclic Probabilistic Argumentation Frameworks. - Stefano Bistarelli; Victor David; Pierre Monnin; Francesco Santini 001; Carlo Taticchi (AAAI, 2025)

Preface to the special issue on analogies: from mathematical foundations to applications and interactions with ML and AI. - Miguel Couceiro; Esteban Marquer; Pierre Monnin; Pierre-Alexandre Murena (Ann. Math. Artif. Intell., 2025)

Eat your own KR: a KR-based approach to index Semantic Web Endpoints and Knowledge Graphs. - Pierre Maillot; Catherine Faron; Fabien Gandon; Franck Michel; Pierre Monnin (CoRR, 2025)