Baifan Zhou

Vitenskapelige publikasjoner

Zheng, Zhuoxun; Zhou, Baifan ; Tan, Zhipeng; Savkovic, Ognjen; Rincon-Yanez, Diego; Nikolov, Nikolay Vladimirov; Roman, Dumitru ; Soylu, Ahmet ; Kharlamov, Evgeny (2023). Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch. 2 s. CEUR Workshop Proceedings. Vol. 3632.
http://hdl.handle.net/10852/108302

Zheng, Zhuoxun; Savkovic, Ognjen; Nikolov, Nikolay; Phuc Luu, Huu; Soylu, Ahmet ; Kharlamov, Evgeny; Zhou, Baifan (2023). Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration. 5 s. CEUR Workshop Proceedings. Vol. 3632.
http://hdl.handle.net/10852/108303

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 s. IEEE Access. Vol. 11.
https://doi.org/10.1109/ACCESS.2023.3267000

Qu, Yuanwei; Zhou, Baifan ; Waaler, Arild Torolv Søetorp; Cameron, David B. (2023). Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry. Liu, Fenrong; Sadanandan, Arun Anand; Pham, Duc Nghia; Mursanto, Petrus; Lukose, Dickson (Red.). 20th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2023 (PRICAI 2023): Trends in Artificial Intelligence . s. 466-473. Springer.
https://doi.org/10.1007/978-981-99-7025-4_41

Tan, Zhipeng; Zhou, Baifan ; Zheng, Zhuoxun; Savkovic, Ognjen; Huang, Ziqiang; Gonzalez, Irlan-Grangel; Soylu, Ahmet ; Kharlamov, Evgeny (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 14266.
https://doi.org/10.1007/978-3-031-47243-5_25

Tan, Zhipeng; Zheng, Zhuoxun; Klironomos, Antonis; Gad-Elrab, Mohamed H.; Xiao, Guohui; Soylu, Ahmet ; Kharlamov, Evgeny; Zhou, Baifan (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring. 5 s. CEUR Workshop Proceedings. Vol. 3632.
http://hdl.handle.net/10852/108304

Zhou, Baifan ; Nikolov, Nikolay Vladimirov; Zheng, Zhuoxun; Luo, Xianghui; Savkovic, Ognjen; Roman, Dumitru ; Soylu, Ahmet ; Kharlamov, Evgeny (2023). Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 14266.
https://doi.org/10.1007/978-3-031-47243-5_21

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

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 (Red.). CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. s. 5064-5068. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3511808.3557195

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

Formidling

Qu, Yuanwei; Zheng, Zhuoxun; Zhou, Baifan ; Zhou, Yan; Santos, Nicolau; Savkovic, Ognjen; Waaler, Arild Torolv Søetorp; Cameron, David B. (2023). Towards Data Integrity Verification for More Sustainable Petroleum Industry. The International Semantic Web Conference.
https://ceur-ws.org/Vol-3632/ISWC2023_paper_436.pd

Klironomos, Antonis; Zhou, Baifan ; Zhipeng, Tan; Zhuoxun, Zheng; Mohamed, H. Gad-Elrab; Paulheim, Heiko; Kharlamov, Evgeny (2023). ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. Extended Semantic Web Conference.
https://link.springer.com/chapter/10.1007/978-3-03

Rincon-Yanez, Diego; Gad-Elrab, Mohamed H.; Stepanova, Daria; Tran, Kien Trung; Xuan, Cuong Chu; Zhou, Baifan ; Kharlamov, Evgeny (2023). Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. Extended Semantic Web Conference.

Brandt, Maja Miličić; Psarommatis, Foivos; Simon, Christophe; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2023). Towards Standardised Product Data Exchange with Information Modelling Framework at Siemens Energy. Second International Workshop on Semantic Industrial Information Modelling (SemIIM) Co-located with the International Semantic Web Conference (ISWC 2023).

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).

Zhou, Dongzhuoran; Zhou, Baifan ; Zheng, Zhuoxun; Tan, Zhipeng; Kostylev, Egor; Kharlamov, Evgeny (2022). Towards Executable Knowledge Graph Translation. The 21st International Semantic Web Conference (ISWC).