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Fabien Gandon


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)


Nicholas Halliwell   

Conference papers4 documents

  • Nicholas Halliwell, Fabien Gandon, Freddy Lecue, Serena Villata. The Need for Empirical Evaluation of Explanation Quality. AAAI 2022 - Workshop on Explainable Agency in Artificial Intelligence, Feb 2022, Vancouver, Canada. ⟨hal-03591012⟩
  • Nicholas Halliwell, Fabien Gandon, Freddy Lecue. Impact of Injecting Ground Truth Explanations on Relational Graph Convolutional Networks and their Explanation Methods for Link Prediction on Knowledge Graphs. WI-IAT 2022 - The 21st IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Nov 2022, Niagara Falls / Hybrid, Canada. ⟨hal-03771424⟩
  • Nicholas Halliwell, Fabien Gandon, Freddy Lecue. User Scored Evaluation of Non-Unique Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs. International Conference on Knowledge Capture, Dec 2021, Virtual Event, United States. ⟨hal-03402766⟩
  • Nicholas Halliwell, Fabien Gandon, Freddy Lecue. Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs. WI-IAT 2021 - 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Dec 2021, Melbourne, Australia. ⟨10.1145/3486622.3493921⟩. ⟨hal-03430113v2⟩

Conference poster2 documents

  • Nicholas Halliwell, Fabien Gandon, Freddy Lecue. A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks. AAAI 2022 - 36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada. ⟨hal-03434544v2⟩
  • Nicholas Halliwell, Fabien Gandon, Freddy Lecue. A Simplified Benchmark for Non-ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks. ISWC 2021 - International Semantic Web Conference, Oct 2021, Troy, United States. Proceedings of International Semantic Web Conference. ⟨hal-03339562v3⟩