The role of semantics and ontologies in interpretable machine learning
1. 'Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems' -- von Rueden et al., 2019, IEEE Transactions on Knowledge and Data Engineering ()
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2. 'Controlling Neural Networks with Rule Representations' -- Seo et al., 2021, NeurIPS () -- see also related blogpost听
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3. 'Interpretable Ontology Extension in Chemistry' -- Glauer et al., 2022 SWJ ()
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