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Ontology-Enhanced Machine Learning: A Bosch Use Case of Welding Quality Monitoring.

, , , , , , и . ISWC (2), том 12507 из Lecture Notes in Computer Science, стр. 531-550. Springer, (2020)

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Yulia Levakhina

Yulia Levakhina

Yulia Gryaznova

Yulia Butscheid

Yulia Grishchenko

 

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New Facets of Semantic Interoperability: Adding JSON - JSON-LD Transformation Functionality to the BIG IoT API., , и . ISWC (Posters, Demos & Industry Tracks), том 1963 из CEUR Workshop Proceedings, CEUR-WS.org, (2017)Predicting Quality of Automated Welding with Machine Learning and Semantics: A Bosch Case Study., , , , , и . CIKM, стр. 2933-2940. ACM, (2020)Semantic Interoperability and Interrater Agreement in Annotation of IoT Data., , и . SAWSemStats@ISWC, том 2549 из CEUR Workshop Proceedings, CEUR-WS.org, (2019)Ontology-Enhanced Machine Learning: A Bosch Use Case of Welding Quality Monitoring., , , , , , и . ISWC (2), том 12507 из Lecture Notes in Computer Science, стр. 531-550. Springer, (2020)SemFE: Facilitating ML Pipeline Development with Semantics., , , , , и . CIKM, стр. 3489-3492. ACM, (2020)Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case., , , , , и . IJCKG, стр. 54-63. ACM, (2021)Pay-as-you-go Population of an Automotive Signal Knowledge Graph., , , и . ESWC, том 12731 из Lecture Notes in Computer Science, стр. 717-735. Springer, (2021)Automated KOS-based Subject Indexing in INIS., , , и . NKOS@TPDL, том 2200 из CEUR Workshop Proceedings, стр. 17-28. CEUR-WS.org, (2018)Using Semantic Technologies to Manage a Data Lake: Data Catalog, Provenance and Access Control., , , , и . SSWS@ISWC, том 2757 из CEUR Workshop Proceedings, стр. 65-80. CEUR-WS.org, (2020)Semantic Model Extensibility in Interoperable IoT Data Marketplaces: Methods, Tools, Automation Aspects.. DC@ISWC, том 2181 из CEUR Workshop Proceedings, стр. 73-82. CEUR-WS.org, (2018)