Nicholas Halliwell - researchr alias

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Viewing Publication 1 - 7 from 7

2022

Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge GraphsNicholas Halliwell. AAAI 2022: 12880-12881 [doi]

Evaluating and improving explanation quality of graph neural network link prediction on knowledge graphs. (Évaluation et amélioration de la qualité d'explication de la prédiction des liens par réseau neuronal sur les graphes de connaissances)Nicholas Halliwell. PhD thesis, Côte d'Azur University, Nice, France, 2022. [doi]

A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract)Nicholas Halliwell, Fabien Gandon, Freddy Lécué. AAAI 2022: 12963-12964 [doi]

Impact of Injecting Ground Truth Explanations on Relational Graph Convolutional Networks and their Explanation Methods for Link Prediction on Knowledge GraphsNicholas Halliwell, Fabien Gandon, Freddy Lécué. webi 2022: 288-295 [doi]

2021

A Simplified Benchmark for Non-ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional NetworksNicholas Halliwell, Fabien Gandon, Freddy Lécué. semweb 2021: [doi]

User Scored Evaluation of Non-Unique Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge GraphsNicholas Halliwell, Fabien Gandon, Freddy Lécué. kcap 2021: 57-64 [doi]

Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge GraphsNicholas Halliwell, Fabien Gandon, Freddy Lécué. webi 2021: 178-185 [doi]

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