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Baifan Zhou
Baifan Zhou
Associate Professor at Oslo Metropolitan University
Verified email at ifi.uio.no - Homepage
Title
Cited by
Cited by
Year
Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding
B Zhou, T Pychynski, M Reischl, E Kharlamov, R Mikut
Journal of Intelligent Manufacturing 33 (4), 1139-1163, 2022
622022
Ontology-enhanced machine learning: a Bosch use case of welding quality monitoring
Y Svetashova*, B Zhou*, T Pychynski, S Schmidt, Y Sure-Vetter, R Mikut, ...
International Semantic Web Conference, 531-550, 2020
452020
SemML: Facilitating development of ML models for condition monitoring with semantics
B Zhou*, Y Svetashova*, A Gusmao, A Soylu, G Cheng, R Mikut, A Waaler, ...
Journal of Web Semantics 71, 100664, 2021
362021
Predicting quality of automated welding with machine learning and semantics: a Bosch case study
B Zhou, Y Svetashova, S Byeon, T Pychynski, R Mikut, E Kharlamov
Proceedings of the 29th ACM International Conference on Information …, 2020
362020
High accuracy beam splitting using spatial light modulator combined with machine learning algorithms
D Mikhaylov, B Zhou, T Kiedrowski, R Mikut, AF Lasagni
Optics and Lasers in Engineering 121, 227-235, 2019
282019
SemFE: Facilitating ML pipeline development with semantics
B Zhou, Y Svetashova, T Pychynski, I Baimuratov, A Soylu, E Kharlamov
Proceedings of the 29th ACM International Conference on Information …, 2020
252020
Comparison of machine learning approaches for time-series-based quality monitoring of resistance spot welding (RSW)
B Zhou, T Pychynski, M Reischl, R Mikut
Archives of Data Science, Series A (Online First) 5 (1), 13, 2018
232018
Scaling usability of ML analytics with knowledge graphs: exemplified with a Bosch welding case
B Zhou, D Zhou, J Chen, Y Svetashova, G Cheng, E Kharlamov
Proceedings of the 10th International Joint Conference on Knowledge Graphs …, 2021
222021
Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring
Z Zheng*, B Zhou*, D Zhou, X Zheng, G Cheng, A Soylu, E Kharlamov
International Semantic Web Conference, 791-809, 2022
212022
Improving root cause analysis by detecting and removing transient changes in oscillatory time series with application to a 1, 3-butadiene process
B Zhou, M Chioua, M Bauer, JC Schlake, NF Thornhill
Industrial & Engineering Chemistry Research 58 (26), 11234-11250, 2019
202019
Enhancing knowledge graph generation with ontology reshaping–Bosch case
D Zhou, B Zhou, Z Zheng, EV Kostylev, G Cheng, E Jimenez-Ruiz, ...
European Semantic Web Conference, 299-302, 2022
192022
The data value quest: a holistic semantic approach at Bosch
B Zhou, Z Zheng, D Zhou, G Cheng, E Jiménez-Ruiz, TK Tran, ...
European Semantic Web Conference, 287-290, 2022
182022
Towards generalized welding ontology in line with ISO and knowledge graph construction
M Yahya, B Zhou, Z Zheng, D Zhou, JG Breslin, MI Ali, E Kharlamov
European Semantic Web Conference, 83-88, 2022
172022
Ontology reshaping for knowledge graph construction: applied on Bosch welding case
D Zhou*, B Zhou*, Z Zheng, A Soylu, G Cheng, E Jimenez-Ruiz, ...
International Semantic Web Conference, 770-790, 2022
172022
Query-based industrial analytics over knowledge graphs with ontology reshaping
Z Zheng, B Zhou, D Zhou, G Cheng, E Jiménez-Ruiz, A Soylu, ...
European Semantic Web Conference, 123-128, 2022
162022
Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding
D Zhou*, B Zhou*, J Chen, G Cheng, E Kostylev, E Kharlamov
The 10th International Joint Conference on Knowledge Graphs, 145-150, 2021
162021
Machine learning aided phase retrieval algorithm for beam splitting with an LCoS-SLM
D Mikhaylov, B Zhou, T Kiedrowski, R Mikut, AF Lasagni
Laser Resonators, Microresonators, and Beam Control XXI 10904, 156-165, 2019
162019
Machine Learning Methods for Product Quality Monitoring in Electric Resistance Welding
B Zhou
Institute for Automation and Applied Informatics (IAI), Karlsruhe Institute …, 2021
152021
Executable knowledge graph for transparent machine learning in welding monitoring at Bosch
Z Zheng, B Zhou, D Zhou, A Soylu, E Kharlamov
Proceedings of the 31st ACM International Conference on Information …, 2022
142022
SemML: Reusable ML for Condition Monitoring in Discrete Manufacturing
Y Svetashova, B Zhou, S Schmid, T Pychinsky, E Kharlamov
ISWC (Posters&Demos) 2721, 214, 2020
142020
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