Baifan Zhou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 45

Top Topics

Graph Embedding

Graph Construction

Top Venues

ISWC (Posters/Demos/Industry)

ESWC (Satellite Events)

Publications

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)
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)
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 (2023)
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)
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)
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)
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 (2023)
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)
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)
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. CoRR (2023)
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)
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 (2023)
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 (2023)
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)
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)
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 (2023)
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)
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)
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)
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)
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) (2022)
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)
Zhuoxun Zheng, Baifan Zhou, Ahmet Soylu, Evgeny Kharlamov
Towards a Visualisation Ontology for Data Analysis in Industrial Applications. SemIIM (2022)
Yuanwei Qu, Baifan Zhou, Evgeny Kharlamov, Martin Giese
Industrial Geological Information Capture with GeoStructure Ontology. SemIIM (2022)
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)
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)
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)
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov
Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch. CIKM (2022)
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)
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)
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov
ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. CIKM (2022)
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 (2022)
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)
Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Zhipeng Tan, Egor V. Kostylev, Evgeny Kharlamov
Towards Executable Knowledge Graph Translation. ISWC (Posters/Demos/Industry) (2022)
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 (2022)
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)
Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Ognjen Savkovic, Evgeny Kharlamov
Towards A Visualisation Ontology for Reusable Visual Analytics. IJCKG (2022)
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 (2021)
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)
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)
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)
Yulia Svetashova, Baifan Zhou, Stefan Schmid, Tim Pychynski, Evgeny Kharlamov
SemML: Reusable ML for Condition Monitoring in Discrete Manufacturing. ISWC (Demos/Industry) (2020)
Baifan Zhou, Yulia Svetashova, Tim Pychynski, Evgeny Kharlamov
Semantic ML for Manufacturing Monitoring at Bosch. ISWC (Demos/Industry) (2020)
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)
Baifan Zhou, Yulia Svetashova, Tim Pychynski, Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov
SemFE: Facilitating ML Pipeline Development with Semantics. CIKM (2020)