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Automated and explainable ontology extension based on deep learning: A case study in the chemicaldomain

, , , , and . Proceedings of the 3rd Workshop on Data meets Applied Ontologies in XAI, September 18-19, Bratislava, 2021, volume 2998 of CEUR Workshop Proceedings, (2021)

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Introducing the Open Energy Ontology: Enhancing Data Interpretation and Interfacing in Energy Systems Analysis, , , , , , , , , and 12 other author(s). Energy and AI, (September 2021)Interpretable Ontology Extension in Chemistry, , , , and . Semantic Web journal, (2023)Special Issue on The Role of Ontologies and Knowledge in Explainable AI, to appear.Identification of user requirements for an energy scenario database, , , , , , and . International Journal of Sustainable Energy Planning and Management, (2020)File Formats in Climate and Energy System Modelling, , , , , , and . (July 2020)This work was supported by grant 03ET4057A--D (SzenarienDB) from the Federal Ministry for Economic Affairs and Energy of Germany (BMWi)..Introducing the Open Energy Ontology: Enhancing Data Interpretation and Interfacing in Energy Systems Analysis, , , , , , , , , and 12 other author(s). Energy and AI, (2021)When one Logic is Not Enough: Integrating First-order Annotations in OWL Ontologies., , , and . CoRR, (2022)Institutions for SQL Database Schemas and Datasets., and . WADT, volume 11563 of Lecture Notes in Computer Science, page 67-86. Springer, (2019)Conversion Necessities in Climate and Energy System Modelling, , , , , , , and . (July 2020)This work was supported by grant 03ET4057A–D (SzenarienDB) from the Federal Ministry for Economic Affairs and Energy of Germany (BMWi)..Interpretable Ontology Extension in Chemistry, , , , and . Semantic Web Journal, (accepted)Learning chemistry: exploring the suitability of machine learning for the task of structure-based chemical ontology classification., , , , and . J. Cheminformatics, 13 (1): 23 (2021)