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Baifan Zhou

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affiliation: University of Oslo, Norway

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2020 – today

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2024
[j4]
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Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Zequn Sun, Chunnong Li, Arild Waaler, Evgeny Kharlamov, Ahmet Soylu:
Knowledge graph embedding closed under composition. Data Min. Knowl. Discov. 38(6): 3531-3562 (2024)
[c36]
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Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Arild Waaler, Evgeny Kharlamov, Ahmet Soylu:
Low-Dimensional Hyperbolic Knowledge Graph Embedding for Better Extrapolation to Under-Represented Data. ESWC (1) 2024: 100-120
[c35]
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Abdul Wahid, Muhammad Yahya, Farooq Zaman, Baifan Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov:
Integrating I4.0 Knowledge Graphs with Large Language Models Beyond SPARQL Endpoints. SOFLIM2KG-SemIIM@ISWC 2024
[c34]
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  - conf/sigir/ChenLHL0SEZK024
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Qiaosheng Chen, Weiqing Luo, Zixian Huang, Tengteng Lin, Xiaxia Wang, Ahmet Soylu, Basil Ell, Baifan Zhou, Evgeny Kharlamov, Gong Cheng:
ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries. SIGIR 2024: 303-312
[e3]
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Arild Waaler, Evgeny Kharlamov, Baifan Zhou, Ahmet Soylu, Dimitrios Kyritsis, Dumitru Roman, Ognjen Savkovic, Steffen Staab:
Proceedings of the Second International Workshop on Semantic Industrial Information Modelling (SemIIM 2023) co-located with the 22nd International Semantic Web Conference (ISWC 2023), Greece, Athens, 7 November 2023. CEUR Workshop Proceedings 3647, CEUR-WS.org 2024 [contents]
[e2]
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Eduard Kamburjan, David Chaves-Fraga, Paco Nathan, Coen De Roover, Óscar Corcho, Ernesto Jiménez-Ruiz, Arild Waaler, Baifan Zhou:
Joint Proceedings of the 1st Software Lifecycle Management for Knowledge Graphs Workshop and the 3rd International Workshop on Semantic Industrial Information Modelling (SOFLIM2KG-SEMIIM 2024) co-located with 23th International Semantic Web Conference (ISWC 2024), Baltimore, USA, November 12, 2024. CEUR Workshop Proceedings 3830, CEUR-WS.org 2024 [contents]
2023
[j3]
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Muhammad Yahya, Baifan Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov:
Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry. IEEE Access 11: 37360-37377 (2023)
[c33]
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Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov:
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. ESWC (Satellite Events) 2023: 123-127
[c32]
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Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov:
Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. ESWC (Satellite Events) 2023: 177-181
[c31]
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  - conf/pricai/QuZWC23
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Yuanwei Qu, Baifan Zhou, Arild Waaler, David Cameron:
Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry. PRICAI (3) 2023: 466-473
[c30]
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Maja Milicic Brandt, Foivos Psarommatis, Christophe Simon, Arild Waaler, Baifan Zhou:
Towards Standardised Product Data Exchange with Information Modelling Framework at Siemens Energy. SemIIM 2023
[c29]
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Yuanwei Qu, Zhuoxun Zheng, Baifan Zhou, Yan Zhou, Nicolau Santos, Ognjen Savkovic, Arild Waaler, David Cameron:
Towards Data Integrity Verification for More Sustainable Petroleum Industry. ISWC (Posters/Demos/Industry) 2023
[c28]
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Zhipeng Tan, Zhuoxun Zheng, Antonis Klironomos, Mohamed H. Gad-Elrab, Guohui Xiao, Ahmet Soylu, Evgeny Kharlamov, Baifan Zhou:
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring. ISWC (Posters/Demos/Industry) 2023
[c27]
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Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savkovic, Ziqi Huang, Irlán Grangel-González, Ahmet Soylu, Evgeny Kharlamov:
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. ISWC 2023: 453-471
[c26]
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Zhuoxun Zheng, Ognjen Savkovic, Huu Phuc Luu, Ahmet Soylu, Evgeny Kharlamov, Baifan Zhou:
Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration. ISWC (Posters/Demos/Industry) 2023
[c25]
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Zhuoxun Zheng, Baifan Zhou, Zhipeng Tan, Ognjen Savkovic, Diego Rincon-Yanez, Nikolay Nikolov, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov:
Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch. ISWC (Posters/Demos/Industry) 2023
[c24]
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Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng, Xianghui Luo, Ognjen Savkovic, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov:
Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. ISWC 2023: 380-399
[e1]
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Arild Waaler, Evgeny Kharlamov, Baifan Zhou, Dongzhuoran Zhou:
Proceedings of the First International Workshop on Semantic Industrial Information Modelling (SemIIM 2022) co-located with the 19th Extended Semantic Web Conference ESWC 2022, Greece, Crete, 30 May 2022. CEUR Workshop Proceedings 3355, CEUR-WS.org 2023 [contents]
[i7]
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  - journals/corr/abs-2305-02966
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Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov:
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. CoRR abs/2305.02966 (2023)
[i6]
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  - journals/corr/abs-2308-01094
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Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng, Xianghui Luo, Ognjen Savkovic, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov:
Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. CoRR abs/2308.01094 (2023)
[i5]
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  - journals/corr/abs-2308-01105
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Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savkovic, Ziqi Huang, Irlán Grangel-González, Ahmet Soylu, Evgeny Kharlamov:
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. CoRR abs/2308.01105 (2023)
[i4]
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  - journals/corr/abs-2309-10550
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Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov:
Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. CoRR abs/2309.10550 (2023)
[i3]
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  - journals/corr/abs-2310-08737
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Yuanwei Qu, Baifan Zhou, Arild Waaler, David Cameron:
Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry. CoRR abs/2310.08737 (2023)
2022
[j2]
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  - journals/jim/ZhouPRKM22
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Baifan Zhou, Tim Pychynski, Markus Reischl, Evgeny Kharlamov, Ralf Mikut:
Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding. J. Intell. Manuf. 33(4): 1139-1163 (2022)
[c23]
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  - conf/cikm/ZhengZZSK22
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Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov:
ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. CIKM 2022: 5064-5068
[c22]
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Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Ognjen Savkovic, Egor V. Kostylev, Evgeny Kharlamov:
ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. CIKM 2022: 5074-5078
[c21]
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  - conf/cikm/ZhengZZSK22a
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Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov:
Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch. CIKM 2022: 5102-5103
[c20]
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  - conf/esws/YahyaZZZBAK22
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Muhammad Yahya, Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov:
Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction. ESWC (Satellite Events) 2022: 83-88
[c19]
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Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov:
Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping. ESWC (Satellite Events) 2022: 123-128
[c18]
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Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Nikolay Nikolov, Ahmet Soylu, Evgeny Kharlamov:
The Data Value Quest: A Holistic Semantic Approach at Bosch. ESWC (Satellite Events) 2022: 287-290
[c17]
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Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Egor V. Kostylev, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov:
Enhancing Knowledge Graph Generation with Ontology Reshaping - Bosch Case. ESWC (Satellite Events) 2022: 299-302
[c16]
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  - conf/jist/ZhouTZZSK22
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Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Ognjen Savkovic, Evgeny Kharlamov:
Towards A Visualisation Ontology for Reusable Visual Analytics. IJCKG 2022: 99-103
[c15]
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  - conf/semiim/QuZKG22
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Yuanwei Qu, Baifan Zhou, Evgeny Kharlamov, Martin Giese:
Industrial Geological Information Capture with GeoStructure Ontology. SemIIM 2022
[c14]
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Zhuoxun Zheng, Baifan Zhou, Ahmet Soylu, Evgeny Kharlamov:
Towards a Visualisation Ontology for Data Analysis in Industrial Applications. SemIIM 2022
[c13]
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Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Akif Quddus Khan, Ahmet Soylu, Evgeny Kharlamov:
Towards A Statistic Ontology for Data Analysis in Smart Manufacturing. ISWC (Posters/Demos/Industry) 2022
[c12]
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Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Xianda Zheng, Gong Cheng, Ahmet Soylu, Evgeny Kharlamov:
Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring. ISWC 2022: 791-809
[c11]
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Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Yunjie He, Yuqicheng Zhu, Muhammad Yahya, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov:
Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment. ISWC (Posters/Demos/Industry) 2022
[c10]
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Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Gong Cheng, Ernesto Jiménez-Ruiz, Egor V. Kostylev, Evgeny Kharlamov:
Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case. ISWC 2022: 770-790
[c9]
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Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Zhipeng Tan, Egor V. Kostylev, Evgeny Kharlamov:
Towards Executable Knowledge Graph Translation. ISWC (Posters/Demos/Industry) 2022
[c8]
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Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Zhipeng Tan, Ognjen Savkovic, Hui Yang, Yujia Zhang, Evgeny Kharlamov:
Knowledge Graph-Based Semantic System for Visual Analytics in Automatic Manufacturing. ISWC (Posters/Demos/Industry) 2022
[i2]
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  - journals/corr/abs-2209-11067
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Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor V. Kostylev, Evgeny Kharlamov:
Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding. CoRR abs/2209.11067 (2022)
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  - journals/corr/abs-2209-11089
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Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov:
Query-based Industrial Analytics over Knowledge Graphs with Ontology Reshaping. CoRR abs/2209.11089 (2022)
2021
[b1]
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Baifan Zhou:
Machine Learning Methods for Product Quality Monitoring in Electric Resistance Welding. Karlsruhe Institute of Technology, Germany, 2021
[j1]
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Baifan Zhou, Yulia Svetashova, Andre Gusmao, Ahmet Soylu, Gong Cheng, Ralf Mikut, Arild Waaler, Evgeny Kharlamov:
SemML: Facilitating development of ML models for condition monitoring with semantics. J. Web Semant. 71: 100664 (2021)
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Baifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetashova, Gong Cheng, Evgeny Kharlamov:
Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case. IJCKG 2021: 54-63
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Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor V. Kostylev, Evgeny Kharlamov:
Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding. IJCKG 2021: 145-150
2020
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Baifan Zhou, Yulia Svetashova, Seongsu Byeon, Tim Pychynski, Ralf Mikut, Evgeny Kharlamov:
Predicting Quality of Automated Welding with Machine Learning and Semantics: A Bosch Case Study. CIKM 2020: 2933-2940
[c4]
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Baifan Zhou, Yulia Svetashova, Tim Pychynski, Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov:
SemFE: Facilitating ML Pipeline Development with Semantics. CIKM 2020: 3489-3492
[c3]
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Yulia Svetashova, Baifan Zhou, Stefan Schmid, Tim Pychynski, Evgeny Kharlamov:
SemML: Reusable ML for Condition Monitoring in Discrete Manufacturing. ISWC (Demos/Industry) 2020: 213-218
[c2]
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Baifan Zhou, Yulia Svetashova, Tim Pychynski, Evgeny Kharlamov:
Semantic ML for Manufacturing Monitoring at Bosch. ISWC (Demos/Industry) 2020: 398
[c1]
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Yulia Svetashova, Baifan Zhou, Tim Pychynski, Stefan Schmidt, York Sure-Vetter, Ralf Mikut, Evgeny Kharlamov:
Ontology-Enhanced Machine Learning: A Bosch Use Case of Welding Quality Monitoring. ISWC (2) 2020: 531-550

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