Baifan Zhou

Scientific publications

Yahya, Muhammad; Zhou, Baifan; Breslin, John G.; Ali, Muhammad Intizar; Kharlamov, Evgeny (2023). Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry. 17 p. IEEE Access. Vol. 11.
https://doi.org/10.1109/ACCESS.2023.3267000

Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Kostylev, Egor; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny (2022). Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 13384.
https://doi.org/10.1007/978-3-031-11609-4_45

Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Trung-Kien, Tran; Stepanova, Daria; Gad-Elrab, Mohamed H.; Nikolov, Nikolay; Soylu, Ahmet; Kharlamov, Evgeny (2022). The Data Value Quest: A Holistic Semantic Approach at Bosch. Lecture Notes in Computer Science (LNCS). Vol. 13384.
https://doi.org/10.1007/978-3-031-11609-4_42

Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny (2022). Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping. Lecture Notes in Computer Science (LNCS). Vol. 13384.
https://doi.org/10.1007/978-3-031-11609-4_23

Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Soylu, Ahmet; Kharlamov, Evgeny (2022). ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. Al Hasan, Mohammad; Xiong, Li (Ed.). CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. p. 5064-5068. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3511808.3557195

Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Soylu, Ahmet; Savkovic, Ognjen; Kostylev, Egor; Kharlamov, Evgeny (2022). ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. Al Hasan, Mohammad; Xiong, Li (Ed.). CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. p. 5074-5078. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3511808.3557214

Zheng, Zhuoxun; Zhou, Baifan; Soylu, Ahmet; Kharlamov, Evgeny (2022). Towards a Visualisation Ontology for Data Analysis in Industrial Applications. CEUR Workshop Proceedings. Vol. 3355.
http://hdl.handle.net/10852/101950

Zhou, Baifan; Pychynski, Tim; Reischl, Markus; Kharlamov, Evgeny; Mikut, Ralf (2022). Machine Learning with Domain Knowledge for Predictive Quality Monitoring in Resistance Spot Welding. Journal of Intelligent Manufacturing. Vol. 33.
https://doi.org/10.1007/s10845-021-01892-y

Zhou, Baifan; Svetashova, Yulia; Silva Gusmao, Andre; Soylu, Ahmet; Cheng, Gong; Mikut, Ralf; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny (2021). SemML: Facilitating development of ML models for condition monitoring with semantics. Journal of Web Semantics. Vol. 71.
https://doi.org/10.1016/j.websem.2021.100664

Dissemination

Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Soylu, Ahmet; Kharlamov, Evgeny (2022). Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch. Al Hasan, Mohammad; Xiong, Li (Ed.). CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. p. 5102-5103. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3511808.3557512

Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Soylu, Ahmet; Cheng, Gong; Jimenez-Ruiz, Ernesto; Kostylev, Egor; Kharlamov, Evgeny (2022). Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case. The 21st International Semantic Web Conference (ISWC).

Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny (2022). Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring. The 21st International Semantic Web Conference (ISWC).

Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Khan, Akif Quddus; Soylu, Ahmet; Kharlamov, Evgeny (2022). Towards A Statistic Ontology for Data Analysis in Smart Manufacturing. The 21st International Semantic Web Conference (ISWC).

Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Tan, Zhipeng; Savkovic, Ognjen; Yang, Hui; Zhang, Yujia; Kharlamov, Evgeny (2022). Knowledge Graph-Based Semantic System for Visual Analytics in Automatic Manufacturing. The 21st International Semantic Web Conference (ISWC).

Qu, Yuanwei; Zhou, Baifan; Kharlamov, Evgeny; Giese, Martin (2022). Industrial Geological Information Capture with GeoStructure Ontology. First International Workshop on Semantic Industrial Information Modelling (SemIIM).

Zheng, Zhuoxun; Zhou, Baifan; Dongzhuoran, Zhou; Ahmet, Soylu; Evgeny, Kharlamov (2022). ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. 31st ACM International Conference on Information and Knowledge Management (CIKM).

Dongzhuoran, Zhou; Zhou, Baifan; Zhuoxun, Zheng; Ahmet, Soylu; Ognjen, Savkovic; Egor V., Kostylev; Evgeny, Kharlamov (2022). ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. 31st ACM International Conference on Information and Knowledge Management (CIKM).

Yahya, Muhammad; Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Breslin, John G.; Ali, Muhammad Intizar; Kharlamov, Evgeny (2022). Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction. 19th Extended Semantic Web Conference (ESWC).

Zhou, Baifan; Tan, Zhipeng; Zheng, Zhuoxun; Zhou, Dongzhuoran; He, Yunjie; Zhu, Yuqicheng; Yahya, Muhammad; Tran, Trung-Kien; Stepanova, Daria; Gad-Elrab, Mohamed H.; Kharlamov, Evgeny (2022). Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment. The 21st International Semantic Web Conference (ISWC).