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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
592022
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
422020
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
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
302021
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
232020
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
212018
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
202021
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
182022
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
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
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
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
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
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
Practical methods for detecting and removing transient changes in univariate oscillatory time series
B Zhou, M Chioua, JC Schlake
IFAC-PapersOnLine 50 (1), 7987-7992, 2017
142017
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