Pierre Monnin
- Web-Instrumented huMan-Machine Interactions, Communities and Semantics (WIMMICS)
Publications
Publications
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Link Prediction or Perdition: the Seeds of Instability in Knowledge Graph EmbeddingsESWC 2026 - 23rd European Semantic Web Conference, May 2026, Dubrovnik, Croatia |
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Which Pairs to Choose? Exploring Analogical Competency for Knowledge Graph PruningIARML 2025 - Workshop on the Interactions between Analogical Reasoning and Machine Learning at IJCAI 2025, Aug 2025, Montreal, Canada |
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Results of the Ontology Alignment Evaluation Initiative 2025OM 2025 - Ontology Matching 2025, Nov 2025, Nara, Japan |
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Fast Computing of Dung Semantics in Acyclic Probabilistic Argumentation FrameworksThe 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025), Feb 2025, Philadelphia, United States |
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Semantically Enriched Datasets for Link Prediction: DB100k+, NELL-995+ and YAGO3-10+1st International Workshop on Advanced Neuro-Symbolic Applications Co-located with ECAI 2025, Oct 2025, Bologna, Italy |
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Enrichissement de fonctions de perte avec contraintes de domaine et co-domaine pour la prédiction de liens dans les graphes de connaissance27e Conférence Nationale en Intelligence Artificielle, Jul 2024, La Rochelle, France |
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PyGraft: un outil Python pour la génération de schémas et graphes de connaissance synthétiques35es Journées francophones d'Ingénierie des Connaissances (IC 2024) @ Plate-Forme Intelligence Artificielle (PFIA 2024), Jul 2024, La Rochelle, France |
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Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link PredictionESWC 2024 - 21st International Conference on Semantic Web, May 2024, Hersonissos, Greece |
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Extraction probabiliste de formes SHACL à l'aide d'algorithmes évolutionnairesEGC 2024 - Extraction et Gestion de la Connaissance, Jan 2024, Dijon, France |
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PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your FingertipsESWC 2024 - 21st International Conference on Semantic Web, May 2024, Hersonissos, Greece. ⟨10.5281/zenodo.10243209⟩ |
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Results of the Ontology Alignment Evaluation Initiative 202419. International Workshop on Ontology Matching (OM 2024 collocated with ISWC-2024), Nov 2024, Baltimore, United States. pp.1-34 |
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An Algorithm Based on Grammatical Evolution for Discovering SHACL ConstraintsEuroGP 2024 - 27th European Conference on Genetic Programming, Apr 2024, Aberystwyth, United Kingdom. pp.176-191, ⟨10.1007/978-3-031-56957-9_11⟩ |
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Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical PruningCIKM '23: The 32nd ACM International Conference on Information and Knowledge Management, Oct 2023, Birmingham (UK), United Kingdom. pp.934-944, ⟨10.1145/3583780.3615030⟩ |
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Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInEK-CAP 2023 - Knowledge Capture Conference 2023, Dec 2023, Pensacola, United States. pp.188-196, ⟨10.1145/3587259.3627550⟩ |
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Results of the Ontology Alignment Evaluation Initiative 202318. International Workshop on Ontology Matching (OM 2023), Nov 2023, Athènes, Greece. pp.97--139 |
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Combiner plongements de graphes et clustering pour l'alignement de connaissances pharmacogénomiquesSanté & IA 2022 - Journée Santé et Intelligence Artificielle (Evènement affilié à PFIA 2022), Jun 2022, Saint-Etienne, France |
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Knowledge Graph Embeddings for Link Prediction: Beware of Semantics!DL4KG@ISWC 2022: Workshop on Deep Learning for Knowledge Graphs, held as part of ISWC 2022: the 21st International Semantic Web Conference, Oct 2022, Virtual, China |
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DAGOBAH: Annotation sémantique de données tabulaires par comparaison du contexte des tables et d'un graphe de connaissancesJournées Francophones d’Ingénierie des Connaissances, Jun 2022, Saint-Etienne, France |
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Matching Pharmacogenomic Knowledge: Particularities, Results, and Perspectives17th International Workshop on Ontology Matching : OM-2022, Oct 2022, Virtual, China |
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Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A DiscussionWorkshop ATA@ICCBR 2022 - Analogies: from Theory to Applications, Sep 2022, Nancy (FR), France |
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New Strategies for Learning Knowledge Graph Embeddings: the Recommendation CaseEKAW 2022 - 23rd International Conference on Knowledge Engineering and Knowledge Management, Sep 2022, Bolzano, Italy |
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DAGOBAH: Annotation sémantique de données tabulaires par comparaison du contexte des tables et d'un graphe de connaissances33es Journées francophones d'Ingénierie des Connaissances, Jun 2022, Saint - Etienne, France |
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A Framework for Automatically Interpreting Tabular Data at OrangeThe 20th International Semantic Web Conference (ISWC 2021), Oct 2021, En ligne, Unknown Region. pp.413 |
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DAGOBAH: Table and Graph Contexts for Efficient Semantic Annotation of Tabular DataThe 20th International Semantic Web Conference (ISWC 2021), Oct 2021, En ligne, Unknown Region. pp.2 |
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Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary studyALGOS 2020 - 1st International Conference on Algebras, Graphs and Ordered Sets, Aug 2020, Nancy, France |
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DAGOBAH: Enhanced Scoring Algorithms for Scalable Annotations of Tabular DataSemantic Web Challenge on Tabular Data to Knowledge Graph Matching (SemTab 2020) co-located with the 19th International Semantic Web Conference (ISWC 2020), Nov 2020, Athènes (en ligne), Greece. pp.3 |
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Knowledge-Based Matching of $n$-ary TuplesICCS 2020 - 25th International Conference on Conceptual Structures, Sep 2020, Bolzano / Virtual, Italy. pp.48-56, ⟨10.1007/978-3-030-57855-8_4⟩ |
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Knowledge Reconciliation with Graph Convolutional Networks: Preliminary ResultsDL4KG2019 - Workshop on Deep Learning for Knowledge Graphs, Jun 2019, Portoroz, Slovenia |
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Combining Concept Annotation and Pattern Structures for Guiding Ontology MappingFCA4AI@IJCAI2018 - 6th International Workshop "What can FCA do for Artificial Intelligence?", Jul 2018, Stockholm, Sweden |
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Using formal concept analysis for checking the structure of an ontology in LOD: the example of DBpedia23rd International Symposium on Methodologies for Intelligent Systems, ISMIS 2017, Warsaw university of technology, Jun 2017, Warsaw, Poland. pp.674-683, ⟨10.1007/978-3-319-60438-1_66⟩ |
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PGxO: A very lite ontology to reconcile pharmacogenomic knowledge unitsMethods, tools & platforms for Personalized Medicine in the Big Data Era, Oct 2017, Palermo, Italy. ⟨10.7287/peerj.preprints.3140v1⟩ |
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Eat your own KR: a KR-based approach to index Semantic Web Endpoints and Knowledge GraphsINRIA. 2025 |
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RDFminer: an Interactive Tool for the Evolutionary Discovery of SHACL ShapesESWC 2024 - 21st International Conference on Semantic Web, May 2024, Hersonissos (Crete), Greece. Lecture Notes in Computer Science, The Semantic Web: ESWC 2025 Satellite Events - Portoroz, Slovenia, June 1-5, 2025, Proceedings |
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KGPrune: a Web Application to Extract Subgraphs of Interest from Wikidata with Analogical PruningECAI 2024 - 27th European Conference on Artificial Intelligence, Oct 2024, Santiago de Compostela, Spain. IOS Press, 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, October 19-24, 2024, Santiago de Compostela, Spain. ⟨10.3233/FAIA241038⟩ |
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PGxCorpus and PGxLOD: two shared resources for knowledge management in pharmacogenomicsJOBIM 2022 - Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2022, Rennes, France. , JOBIM 2022 Proceedings - Posters, Démos |
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Discovering Subsumption Axioms with Concept AnnotationBDA 2017 - 33ème Conférence sur la Gestion de Données — Principes, Technologies et Applications, Nov 2017, Nancy, France. Gestion de Données — Principes, Technologies et Applications (BDA 2017) |
Preface to the special issue on analogies: from mathematical foundations to applications and interactions with ML and AIAnnals of Mathematics and Artificial Intelligence, 93, pp.233-235, 2024, ⟨10.1007/s10472-024-09961-7⟩ |
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Preface to the special issue to the memory of Maurice PouzetDiscrete Mathematics and Theoretical Computer Science, 23 (2), 2023 |
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Proceedings of the 2nd Workshop Analogies: from Theory to Applications (ATA@ICCBR 2023)31st International Conference on Case-Based Reasoning (ICCBR 2023), CEUR Workshop Proceedings, 3438, pp.2-53, 2023, ICCBR 2023 Workshop Proceedings |
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Workshop Analogies: from Theory to Applications (ATA@ICCBR 2022)Workshop Analogies: from Theory to Applications (ATA@ICCBR 2022), CEUR Workshop Proceedings, 3389, CEUR-WS.org, pp.3-103, 2023, Workshop Proceedings of the 30th International Conference on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022) |
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Proceedings of the 1st International Conference on Algebras, Graphs and Ordered Sets (ALGOS 2020)Miguel Couceiro; Pierre Monnin; Amedeo Napoli. 1st International Conference on Algebras, Graphs and Ordered Sets (ALGOS 2020), Aug 2020, Nancy, France. , 2020, Proceedings of the 1st International Conference on Algebras, Graphs and Ordered Sets (ALGOS 2020) |
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Investigating ADR mechanisms with Explainable AI: a feasibility study with knowledge graph miningJOBIM 2022 - Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2022, Rennes, France. , JOBIM 2022 Proceedings - Keynotes, Contributed talks, Mini-Symposia |
Proceedings of the First International Conference "Algebras, graphs and ordered sets" (ALGOS 2020) Online (originally planned in Nancy, France), August 26-28, 2020.CEUR Workshop Proceedings, 2925, 2021, Proceedings of the First International Conference "Algebras, graphs and ordered sets", ALGOS 2020, ISSN 1613-0073 |
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Matching and mining in knowledge graphs of the Web of data - Applications in pharmacogenomicsDatabases [cs.DB]. Université de Lorraine, 2020. English. ⟨NNT : 2020LORR0212⟩ |
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Providing Molecular Characterization for Unexplained Adverse Drug Reactions2019 |
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Data-Interlinking: the Seed of Knowledge Reconciliation in Pharmacogenomics2018 |
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Discovering and Comparing Relational Knowledge, the Example of PharmacogenomicsProceedings of the EKAW Doctoral Consortium 2018 co-located with the 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), 2019 |