Publications
“Neural-Symbolic Learning and Reasoning: A Survey and Interpretation”, in Neuro-Symbolic Artificial Intelligence: The State of the Art, Amsterdam: IOS Press, 2022.
2017-nesy-survey(4).pdf (635.26 KB)
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“Neuro-symbolic approaches in artificial intelligence”, National Science Review, vol. 9, no. 6, 2022.
, “Neuro-Symbolic Artificial Intelligence: Current Trends”, AI Communications, vol. 34, no. 3, 2022.
2021_AIC_NeSy.pdf (149.19 KB)
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Neuro-Symbolic Artificial Intelligence - The State of the Art. Amsterdam: IOS Press, 2022.
, , , “A Pattern for Modeling Computational Observations”, Proceedings of the 13th Workshop on Ontology Design and Patterns, WOP2022, at the 21st International Semantic Web Conference, ISWC 2022. 2022.
2022-wop-shimizu.pdf (920.06 KB)
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“A Pattern for Representing Scientific Taxonomies”, Proceedings of the 13th Workshop on Ontology Design and Patterns, WOP2022, at the 21st International Semantic Web Conference, ISWC 2022. 2022.
2022-wop-stephen.pdf (385.58 KB)
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“Some advances regarding ontologies and neuro-symbolic artificial intelligence”, Proceedings of the Workshop on Meta-Knowledge Transfer/ Communication in Different Systems at ECML/PKDD 2022. 2022.
2022-metalearning.pdf (141.48 KB)
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“Advancing Agriculture through Semantic Data Management”, Semantic Web, vol. 12, no. 4, 2021.
2021_SWJ_Editorial_Ag.pdf (77.22 KB)
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“Aligning Patterns to the Wikibase Model”, Workshop on Ontology Design and Patterns. 2021.
Aligning Patterns to the Wikibase Model (544.4 KB)
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“Automatically Generating Human Readable Documentation for Ontology Design Patterns”, in International Semantic Web Conference Poster and Demos, 2021.
ISWC2021_paper_305.pdf (161.18 KB)
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“Bridging Upper Ontology and Modular Ontology Modeling: A Tool and Evaluation”, in KGSWC-2021, 2021.
2021_KGSWC_UpperOntologyAlignment_Evaluation.pdf (1.19 MB)
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“On the Capabilities of Pointer Networks for Deep Deductive Reasoning”, arXiv, arXiv:2106.09225 vol., 2021.
2106.09225.pdf (410.48 KB)
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