Yulia Svetashova

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 14

Top Topics

Power Transformers

Semantic Interoperability

Condition Monitoring

Top Venues

ISWC (Demos/Industry)

Publications

Baifan Zhou, Yulia Svetashova, Andre Gusmao, Ahmet Soylu, Gong Cheng, Ralf Mikut, Arild Waaler, Evgeny Kharlamov
SemML: Facilitating development of ML models for condition monitoring with semantics. J. Web Semant. 71 (2021)
Yulia Svetashova, Lars Heling, Stefan Schmid, Maribel Acosta
Pay-as-you-go Population of an Automotive Signal Knowledge Graph. ESWC (2021)
Baifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetashova, Gong Cheng, Evgeny Kharlamov
Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case. IJCKG (2021)
Baifan Zhou, Yulia Svetashova, Seongsu Byeon, Tim Pychynski, Ralf Mikut, Evgeny Kharlamov
Predicting Quality of Automated Welding with Machine Learning and Semantics: A Bosch Case Study. CIKM (2020)
Yulia Svetashova, Baifan Zhou, Stefan Schmid, Tim Pychynski, Evgeny Kharlamov
SemML: Reusable ML for Condition Monitoring in Discrete Manufacturing. ISWC (Demos/Industry) (2020)
Baifan Zhou, Yulia Svetashova, Tim Pychynski, Evgeny Kharlamov
Semantic ML for Manufacturing Monitoring at Bosch. ISWC (Demos/Industry) (2020)
Yulia Svetashova, Baifan Zhou, Tim Pychynski, Stefan Schmidt, York Sure-Vetter, Ralf Mikut, Evgeny Kharlamov
Ontology-Enhanced Machine Learning: A Bosch Use Case of Welding Quality Monitoring. ISWC (2) (2020)
Baifan Zhou, Yulia Svetashova, Tim Pychynski, Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov
SemFE: Facilitating ML Pipeline Development with Semantics. CIKM (2020)
Henrik Dibowski, Stefan Schmid, Yulia Svetashova, Cory Henson, Tuan Tran
Using Semantic Technologies to Manage a Data Lake: Data Catalog, Provenance and Access Control. SSWS@ISWC (2020)
Yulia Svetashova, Stefan Schmid, York Sure-Vetter
Semantic Interoperability and Interrater Agreement in Annotation of IoT Data. SAWSemStats@ISWC (2019)
Zaven Hakopov, Dmitry Mironov, Dobrica Savic, Yulia Svetashova
Automated KOS-based Subject Indexing in INIS. NKOS@TPDL (2018)
Yulia Svetashova
Semantic Model Extensibility in Interoperable IoT Data Marketplaces: Methods, Tools, Automation Aspects. DC@ISWC (2018)
Yulia Svetashova, Stefan Schmid, Andreas Harth
Towards Semantic Model Extensibility in Interoperable IoT Data Exchange Platforms. GIoTS (2018)
Yulia Svetashova, Stefan Schmid, York Sure-Vetter
New Facets of Semantic Interoperability: Adding JSON - JSON-LD Transformation Functionality to the BIG IoT API. ISWC (Posters, Demos & Industry Tracks) (2017)