Access content directly

Pierre Monnin

Junior Fellow in AI at Université Côte d'Azur
98%
Open access
45
Documents
Current affiliations
  • 178918
Researcher identifiers
Contact
Web site
  • https://pmonnin.github.io

Publications

Image document

Extraction probabiliste de formes SHACL à l'aide d'algorithmes évolutionnaires

Rémi Felin , Pierre Monnin , Catherine Faron , Andrea G. B. Tettamanzi
EGC 2024 - Extraction et Gestion de la Connaissance, Jan 2024, Dijon, France
Conference papers hal-04411349v1
Image document

Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction

Nicolas Hubert , Pierre Monnin , Armelle Brun , Davy Monticolo
ESWC 2024 - 21st International Conference on Semantic Web, May 2024, Hersonissos, Greece
Conference papers hal-04491230v1
Image document

Enrichissement de fonctions de perte avec contraintes de domaine et co-domaine pour la prédiction de liens dans les graphes de connaissance

Nicolas Hubert , Pierre Monnin , Armelle Brun , Davy Monticolo
27e Conférence Nationale en Intelligence Artificielle, Jul 2024, La Rochelle, France
Conference papers hal-04566996v1
Image document

PyGraft: un outil Python pour la génération de schémas et graphes de connaissance synthétiques

Nicolas Hubert , Pierre Monnin , Mathieu D’aquin , Davy Monticolo , Armelle Brun
IC2024 : 35èmes journées francophones d’Ingénierie des Connaissances, Jul 2024, La Rochelle, France
Conference papers hal-04589855v1
Image document

An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints

Rémi Felin , Pierre Monnin , Catherine Faron , Andrea G. B. Tettamanzi
EuroGP 2024 - 27th European Conference on Genetic Programming, Apr 2024, Aberystwyth, United Kingdom. pp.176-191, ⟨10.1007/978-3-031-56957-9_11⟩
Conference papers hal-04446252v1
Image document

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

Nicolas Hubert , Pierre Monnin , Mathieu D’aquin , Davy Monticolo , Armelle Brun
ESWC 2024 - 21st International Conference on Semantic Web, May 2024, Hersonissos, Greece. ⟨10.5281/zenodo.10243209⟩
Conference papers hal-04491258v1
Image document

Results of the Ontology Alignment Evaluation Initiative 2023

Mina Abd Nikooie Pour , Alsayed Algergawy , Patrice Buche , Leyla Jael Castro , Jiaoyan Chen
18th International Workshop on Ontology Matching (OM 2023), Nov 2023, Athens, Greece. pp.97--139
Conference papers hal-04366893v1
Image document

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

Lucas Jarnac , Miguel Couceiro , Pierre Monnin
CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management, Oct 2023, Birmingham (UK), United Kingdom. pp.934-944, ⟨10.1145/3583780.3615030⟩
Conference papers hal-04254979v1
Image document

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 - Knowledge Capture Conference 2023, Dec 2023, Pensacola, United States. pp.188-196, ⟨10.1145/3587259.3627550⟩
Conference papers hal-04344873v1
Image document

DAGOBAH: Annotation sémantique de données tabulaires par comparaison du contexte des tables et d'un graphe de connaissances

Viet-Phi Huynh , Jixiong Liu , Yoan Chabot , Frédéric Deuzé , Thomas Labbé
33es Journées francophones d'Ingénierie des Connaissances, Jun 2022, Saint - Etienne, France
Conference papers hal-03940066v1
Image document

New Strategies for Learning Knowledge Graph Embeddings: the Recommendation Case

Nicolas Hubert , Pierre Monnin , Armelle Brun , Davy Monticolo
EKAW 2022 - 23rd International Conference on Knowledge Engineering and Knowledge Management, Sep 2022, Bolzano, Italy
Conference papers hal-03722881v3
Image document

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

Pierre Monnin , Miguel Couceiro
Workshop ATA@ICCBR 2022 - Analogies: from Theory to Applications, Sep 2022, Nancy (FR), France
Conference papers hal-04057391v1
Image document

Combiner plongements de graphes et clustering pour l'alignement de connaissances pharmacogénomiques

Pierre Monnin , Chedy Raïssi , Amedeo Napoli , Adrien Coulet
Santé & IA 2022 - Journée Santé et Intelligence Artificielle (Evènement affilié à PFIA 2022), Jun 2022, Saint-Etienne, France
Conference papers hal-03754776v1
Image document

DAGOBAH: Annotation sémantique de données tabulaires par comparaison du contexte des tables et d'un graphe de connaissances

Viet-Phi Huynh , Jixiong Liu , Yoan Chabot , Frédéric Deuzé , Thomas Labbé
Journées Francophones d’Ingénierie des Connaissances, Jun 2022, Saint-Etienne, France
Conference papers hal-03819784v1
Image document

Knowledge Graph Embeddings for Link Prediction: Beware of Semantics!

Nicolas Hubert , Pierre Monnin , Armelle Brun , Davy Monticolo
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
Conference papers hal-03787512v1
Image document

Matching Pharmacogenomic Knowledge: Particularities, Results, and Perspectives

Pierre Monnin , Adrien Coulet
17th International Workshop on Ontology Matching : OM-2022, Oct 2022, Virtual, China
Conference papers hal-03835712v1
Image document

DAGOBAH: Table and Graph Contexts for Efficient Semantic Annotation of Tabular Data

Viet-Phi Huynh , Jixiong Liu , Yoan Chabot , Frédéric Deuzé , Thomas Labbé
The 20th International Semantic Web Conference (ISWC 2021), Oct 2021, En ligne, Unknown Region. pp.2
Conference papers hal-04170864v1
Image document

A Framework for Automatically Interpreting Tabular Data at Orange

Yoan Chabot , Pierre Monnin , Pierre Monnin , Frédéric Deuzé , Viet-Phi Huynh
The 20th International Semantic Web Conference (ISWC 2021), Oct 2021, En ligne, Unknown Region. pp.413
Conference papers hal-04170860v1
Image document

Knowledge-Based Matching of $n$-ary Tuples

Pierre Monnin , Miguel Couceiro , Amedeo Napoli , Adrien Coulet
ICCS 2020 - 25th International Conference on Conceptual Structures, Sep 2020, Bolzano / Virtual, Italy. pp.48-56, ⟨10.1007/978-3-030-57855-8_4⟩
Conference papers hal-02493067v1
Image document

DAGOBAH: Enhanced Scoring Algorithms for Scalable Annotations of Tabular Data

Viet-Phi Huynh , Jixiong Liu , Yoan Chabot , Thomas Labbé , Pierre Monnin
Semantic 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
Conference papers hal-04170851v1
Image document

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

Pierre Monnin , Emmanuel Bresso , Miguel Couceiro , Malika Smaïl-Tabbone , Amedeo Napoli
ALGOS 2020 - 1st International Conference on Algebras, Graphs and Ordered Sets, Aug 2020, Nancy, France
Conference papers hal-02913224v1
Image document

Knowledge Reconciliation with Graph Convolutional Networks: Preliminary Results

Pierre Monnin , Chedy Raïssi , Amedeo Napoli , Adrien Coulet
DL4KG2019 - Workshop on Deep Learning for Knowledge Graphs, Jun 2019, Portoroz, Slovenia
Conference papers hal-02155546v1
Image document

Combining Concept Annotation and Pattern Structures for Guiding Ontology Mapping

Pierre Monnin , Amedeo Napoli , Adrien Coulet
FCA4AI@IJCAI2018 - 6th International Workshop "What can FCA do for Artificial Intelligence?", Jul 2018, Stockholm, Sweden
Conference papers hal-01858391v1
Image document

PGxO: A very lite ontology to reconcile pharmacogenomic knowledge units

Pierre Monnin , Clement Jonquet , Joël Legrand , Amedeo Napoli , Adrien Coulet
Methods, tools & platforms for Personalized Medicine in the Big Data Era, Oct 2017, Palermo, Italy. ⟨10.7287/peerj.preprints.3140v1⟩
Conference papers hal-01593184v2
Image document

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
23rd 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⟩
Conference papers hal-01511909v1
Image document

RDFminer: an Interactive Tool for the Evolutionary Discovery of SHACL Shapes

Rémi Felin , Pierre Monnin , Catherine Faron , Andrea G. B. Tettamanzi
ESWC 2024 - 21st International Conference on Semantic Web, May 2024, Hersonissos (Crete), Greece. Lecture Notes in Computer Science
Conference poster hal-04566981v1
Image document

PGxCorpus and PGxLOD: two shared resources for knowledge management in pharmacogenomics

Pierre Monnin , Joël Legrand , Adrien Coulet
JOBIM 2022 - Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2022, Rennes, France. , JOBIM 2022 Proceedings - Posters, Démos
Conference poster hal-03754888v1
Image document

Discovering Subsumption Axioms with Concept Annotation

Pierre Monnin , Amedeo Napoli , Adrien Coulet
BDA 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)
Conference poster hal-01671454v2
Image document

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
JOBIM 2022 - Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2022, Rennes, France. , JOBIM 2022 Proceedings - Keynotes, Contributed talks, Mini-Symposia
Documents associated with scientific events hal-03754898v1
Image document

Proceedings of the 2nd Workshop Analogies: from Theory to Applications (ATA@ICCBR 2023)

Fadi Badra , Miguel Couceiro , Esteban Marquer , Pierre Monnin
31st International Conference on Case-Based Reasoning (ICCBR 2023), CEUR Workshop Proceedings, 3438, pp.2-53, 2023, ICCBR 2023 Workshop Proceedings
Proceedings hal-04392016v1
Image document

Workshop Analogies: from Theory to Applications (ATA@ICCBR 2022)

Miguel Couceiro , Esteban Marquer , Pierre-Alexandre Murena , Pierre Monnin
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)
Proceedings hal-04392022v1
Image document

Proceedings of the 1st International Conference on Algebras, Graphs and Ordered Sets (ALGOS 2020)

Miguel Couceiro , Pierre Monnin , Amedeo Napoli
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)
Proceedings hal-02918958v1
Image document

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

Nicolas Hubert , Pierre Monnin , Armelle Brun , Davy Monticolo
Semantic Web – Interoperability, Usability, Applicability, 2023, 14 (6), pp.1273-1309. ⟨10.3233/SW-233508⟩
Journal articles hal-04344975v1
Image document

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

Claudia d'Amato , Louis Mahon , Pierre Monnin , Giorgos Stamou
Transactions on Graph Data and Knowledge, 2023, 1 (1), pp.1-35. ⟨10.4230/TGDK.1.1.8⟩
Journal articles hal-04353543v1
Image document

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

Jiaoyan Chen , Hang Dong , Janna Hastings , Ernesto Jiménez-Ruiz , Vanessa López
Transactions on Graph Data and Knowledge, 2023, 1 (1), pp.1-33. ⟨10.4230/TGDK.1.1.5⟩
Journal articles hal-04353523v1
Image document

Étudier les mécanismes des effets indésirables des médicaments avec l'IA explicable : expériences avec la fouille de graphes de connaissances

Pierre Monnin , Adrien Coulet
Bulletin de l'Association Française pour l'Intelligence Artificielle, 2022
Journal articles hal-03669065v1
Image document

Projet ANR (2016-2021) « PractiKPharma » : extraction, comparaison et découverte de connaissances en pharmacogénomique

Pierre Monnin , Adrien Coulet
1024 : Bulletin de la Société Informatique de France, 2022, 19, pp.109 - 120. ⟨10.48556/sif.1024.19.109⟩
Journal articles hal-03669026v1
Image document

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

Pierre Monnin , Chedy Raïssi , Amedeo Napoli , Adrien Coulet
Semantic Web – Interoperability, Usability, Applicability, 2022, pp.1-20. ⟨10.3233/SW-210452⟩
Journal articles hal-03452182v1
Image document

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

Emmanuel Bresso , Pierre Monnin , Cédric Bousquet , François-Elie Calvier , Ndeye-Coumba Ndiaye
BMC Medical Informatics and Decision Making, 2021, 21 (1), pp.171. ⟨10.1186/s12911-021-01518-6⟩
Journal articles hal-03240476v1
Image document

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

Pierre Monnin , Joël Legrand , Graziella Husson , Patrice Ringot , Andon Tchechmedjiev
BMC Bioinformatics, 2019, 20 (S4), ⟨10.1186/s12859-019-2693-9⟩
Journal articles hal-02103899v1
Image document

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), 2019
Other publications hal-01955424v1