Yulia Svetashova

According to our database, Yulia Svetashova authored at least 14 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

SemML: Facilitating development of ML models for condition monitoring with semantics.

Baifan Zhou, Yulia Svetashova, Andre Gusmao, Ahmet Soylu, Gong Cheng, Ralf Mikut, Arild Waaler, Evgeny Kharlamov

J. Web Semant., 2021

Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case.

Baifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetashova, Gong Cheng, Evgeny Kharlamov

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Pay-as-you-go Population of an Automotive Signal Knowledge Graph.

Yulia Svetashova, Lars Heling, Stefan Schmid, Maribel Acosta

Proceedings of the Semantic Web - 18th International Conference, 2021

2020

Semantic ML for Manufacturing Monitoring at Bosch.

Baifan Zhou, Yulia Svetashova, Tim Pychynski, Evgeny Kharlamov

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

SemML: Reusable ML for Condition Monitoring in Discrete Manufacturing.

Yulia Svetashova, Baifan Zhou, Stefan Schmid, Tim Pychynski, Evgeny Kharlamov

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

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

Yulia Svetashova, Baifan Zhou, Tim Pychynski, Stefan Schmidt, York Sure-Vetter, Ralf Mikut, Evgeny Kharlamov

Proceedings of the Semantic Web - ISWC 2020, 2020

Using Semantic Technologies to Manage a Data Lake: Data Catalog, Provenance and Access Control.

Henrik Dibowski, Stefan Schmid, Yulia Svetashova, Cory A. Henson, Tuan Tran

Proceedings of the 12th International Workshop on Scalable Semantic Web Knowledge Base Systems co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

SemFE: Facilitating ML Pipeline Development with Semantics.

Baifan Zhou, Yulia Svetashova, Tim Pychynski, Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Predicting Quality of Automated Welding with Machine Learning and Semantics: A Bosch Case Study.

Baifan Zhou, Yulia Svetashova, Seongsu Byeon, Tim Pychynski, Ralf Mikut, Evgeny Kharlamov

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Semantic Interoperability and Interrater Agreement in Annotation of IoT Data.

Yulia Svetashova, Stefan Schmid, York Sure-Vetter

Proceedings of the Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, 2019

2018

Semantic Model Extensibility in Interoperable IoT Data Marketplaces: Methods, Tools, Automation Aspects.

Yulia Svetashova

Proceedings of the Doctoral Consortium at ISWC 2018 co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Towards Semantic Model Extensibility in Interoperable IoT Data Exchange Platforms.

Yulia Svetashova, Stefan Schmid, Andreas Harth

Proceedings of the 2018 Global Internet of Things Summit, 2018

Automated KOS-based Subject Indexing in INIS.

Zaven Hakopov, Dmitry Mironov, Dobrica Savic, Yulia Svetashova

Proceedings of the 18th European Networked Knowledge Organization Systems (NKOS) Workshop co-located with the 22nd International Conference on Theory and Practice of Digital Libraries 2018 (TPDL 2018), 2018

2017

New Facets of Semantic Interoperability: Adding JSON - JSON-LD Transformation Functionality to the BIG IoT API.

Yulia Svetashova, Stefan Schmid, York Sure-Vetter

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017