Nicolas Troquard
3 papers in the PaperMetrix corpus
Papers by this author
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Weighted Description Logic for Classification Problems
2019 · EPiC series in computing
We summarise the definitions and some technical aspects of a familiy of description logics that introduce concept constructors (so-called tooth-operators) which, under various constraints, accumulate weights of concepts. We demonstrate how these operators can be …
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Towards Knowledge-driven Distillation and Explanation of Black-box Models.
2021 · Open Research (University of Surrey)
We introduce and discuss a knowledge-driven distillation approach to explaining black-box models by means of two kinds of interpretable models. The first is perceptron (or threshold) connectives, which enrich knowledge representation languages such as Description …
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Non-Normal Modal Description Logics (Extended Version)
2023 · arXiv (Cornell University)
Modal logics are widely used in multi-agent systems to reason about actions, abilities, norms, or epistemic states. Combined with description logic languages, they are also a powerful tool to formalise modal aspects of ontology-based reasoning …