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Fabien Gandon

7
Documents
Identifiants chercheurs

Présentation

Directeur de recherche chez Inria, Docteur et HDR en Informatique Responsable de l'équipe Wimmics (UCA, Inria, CNRS, I3S CNRS, Nice - Sophia Antipolis, France) Représentant d'Inria au World-Wide Web Consortium (W3C)
Senior Researcher and Research Director at Inria, Ph.D. and HDR in Informatics and Computer Science Leader of the Wimmics research team at Inria in the Research Center of Sophia-Antipolis and I3S CNRS, University of Nice - Sophia Antipolis (France) Advisory Committee representative of Inria at the World-Wide Web Consortium (W3C)

Domaines de recherche

Web Intelligence artificielle [cs.AI]

Compétences

research teaching

Publications

nicholas-halliwell
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Impact of Injecting Ground Truth Explanations on Relational Graph Convolutional Networks and their Explanation Methods for Link Prediction on Knowledge Graphs

Nicholas Halliwell , Fabien Gandon , Freddy Lecue
WI-IAT 2022 - The 21st IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Nov 2022, Niagara Falls / Hybrid, Canada
Communication dans un congrès hal-03771424v1
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The Need for Empirical Evaluation of Explanation Quality

Nicholas Halliwell , Fabien Gandon , Freddy Lecue , Serena Villata
AAAI 2022 - Workshop on Explainable Agency in Artificial Intelligence, Feb 2022, Vancouver, Canada
Communication dans un congrès hal-03591012v1
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Evaluation d'explications pour la prédiction de liens dans les graphes de connaissances par des réseaux convolutifs

Fabien Gandon , Nicholas Halliwell , Freddy Lecue
Ingénierie des Connaissances 2022 - IC 2022- PFIA 2022, Jun 2022, Saint - Etienne, France
Communication dans un congrès hal-03927901v1
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User Scored Evaluation of Non-Unique Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs

Nicholas Halliwell , Fabien Gandon , Freddy Lecue
International Conference on Knowledge Capture, Dec 2021, Virtual Event, United States
Communication dans un congrès hal-03402766v1
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Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs

Nicholas Halliwell , Fabien Gandon , Freddy Lecue
WI-IAT 2021 - 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Dec 2021, Melbourne, Australia. ⟨10.1145/3486622.3493921⟩
Communication dans un congrès hal-03430113v2
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A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks

Nicholas Halliwell , Fabien Gandon , Freddy Lecue
AAAI 2022 - 36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada
Poster de conférence hal-03434544v2
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A Simplified Benchmark for Non-ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks

Nicholas Halliwell , Fabien Gandon , Freddy Lecue
ISWC 2021 - International Semantic Web Conference, Oct 2021, Troy, United States. Proceedings of International Semantic Web Conference
Poster de conférence hal-03339562v3