English version
Ansatteoversikt
Baifan Zhou

Baifan Zhou

Stillingstittel
  • førsteamanuensis
Besøksadresse
  • Pilestredet 35, 0166 Oslo
  • Kontornummer: PS437
Telefon
  • Kontor: +47 672 35 181
E-post
  • baifan.zhou@oslomet.no
Tilhørighet

Forskningsgrupper

Publikasjoner og forskningsresultater

Vitenskapelige publikasjoner

Kamburjan, Eduard; Fraga, David Chaves; Nathan, Paco; Roover, Coen De; Corcho, Oscar; Jimenez-Ruiz, Ernesto; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2024). SOFLIM2KG-SEMIIM 2024 Joint Proceedings SOFLIM2KG and SEMIIM 2024. CEUR Workshop Proceedings.
https://doi.org/https://ceur-ws.org/Vol-3830/

Giannakopoulos, Foivos Psarommatis; Zhou, Baifan ; Kharlamov, Evgeny (2024). Implementation of Zero Defect Manufacturing using quality prediction: a spot welding case study from Bosch. Procedia Computer Science. Vol. 232.
https://doi.org/10.1016/j.procs.2024.01.128

Zheng, Zhuoxun; Zhou, Baifan ; Yang, Hui; Tan, Zhipeng; Sun, Zequn; Li, Chunnong; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny; Soylu, Ahmet (2024). Knowledge graph embedding closed under composition. Data mining and knowledge discovery. Vol. 38.
https://doi.org/10.1007/s10618-024-01050-x

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. CEUR Workshop Proceedings. Vol. 3632.
https://hdl.handle.net/10852/108304

Zheng, Zhuoxun; Savkovic, Ognjen; Nikolov, Nikolay; Luu, Huu Phuc; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan (2023). Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration. CEUR Workshop Proceedings. Vol. 3632.
https://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. IEEE Access. Vol. 11.
https://doi.org/10.1109/ACCESS.2023.3267000

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

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. CEUR Workshop Proceedings. Vol. 3632.
https://hdl.handle.net/10852/108302

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



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Formidling

Zheng, Zhuoxun; Zhou, Baifan ; Yang, Hui; Tan, Zhipeng; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny; Soylu, Ahmet (2024). Low-Dimensional Hyperbolic Knowledge Graph Embedding for Better Extrapolation to Under-Represented Data. Extended Semantic Web Conference.

Chen, Qiaosheng; Luo, Weiqing; Huang, Zixian; Lin, Tengteng; Wang, Xiaxia; Soylu, Ahmet; Ell, Basil; Zhou, Baifan ; Kharlamov, Evgeny; Cheng, Gong (2024). ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries. 47th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Kamburjan, Eduard; Jimenez-Ruiz, Ernesto; Zhou, Baifan ; Waaler, Arild Torolv Søetorp (2024). Preface: Semantic Industrial Information Modelling. CEUR Workshop Proceedings. Vol. 3830.

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).

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

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

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).

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).



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