Baifan Zhou

According to our database, Baifan Zhou authored at least 41 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Knowledge graph embedding closed under composition.

Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Zequn Sun, Chunnong Li, Arild Waaler, Evgeny Kharlamov, Ahmet Soylu

Data Min. Knowl. Discov., November, 2024

ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries.

Qiaosheng Chen, Weiqing Luo, Zixian Huang, Tengteng Lin, Xiaxia Wang, Ahmet Soylu, Basil Ell, Baifan Zhou, Evgeny Kharlamov, Gong Cheng

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Integrating I4.0 Knowledge Graphs with Large Language Models Beyond SPARQL Endpoints.

Abdul Wahid, Muhammad Yahya, Farooq Zaman, Baifan Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov

Proceedings of the 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), 2024

Low-Dimensional Hyperbolic Knowledge Graph Embedding for Better Extrapolation to Under-Represented Data.

Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Arild Waaler, Evgeny Kharlamov, Ahmet Soylu

Proceedings of the Semantic Web - 21st International Conference, 2024

2023

Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry.

Muhammad Yahya, Baifan Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov

IEEE Access, 2023

Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case.

Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng, Xianghui Luo, Ognjen Savkovic, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web - ISWC 2023, 2023

Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch.

Zhuoxun Zheng, Baifan Zhou, Zhipeng Tan, Ognjen Savkovic, Diego Rincon-Yanez, Nikolay Nikolov, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the ISWC 2023 Posters, 2023

Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration.

Zhuoxun Zheng, Ognjen Savkovic, Huu Phuc Luu, Ahmet Soylu, Evgeny Kharlamov, Baifan Zhou

Proceedings of the ISWC 2023 Posters, 2023

Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case.

Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savkovic, Ziqi Huang, Irlán Grangel-González, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web - ISWC 2023, 2023

Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring.

Zhipeng Tan, Zhuoxun Zheng, Antonis Klironomos, Mohamed H. Gad-Elrab, Guohui Xiao, Ahmet Soylu, Evgeny Kharlamov, Baifan Zhou

Proceedings of the ISWC 2023 Posters, 2023

Towards Data Integrity Verification for More Sustainable Petroleum Industry.

Yuanwei Qu, Zhuoxun Zheng, Baifan Zhou, Yan Zhou, Nicolau Santos, Ognjen Savkovic, Arild Waaler, David Cameron

Proceedings of the ISWC 2023 Posters, 2023

Towards Standardised Product Data Exchange with Information Modelling Framework at Siemens Energy.

Maja Milicic Brandt, Foivos Psarommatis, Christophe Simon, Arild Waaler, Baifan Zhou

Proceedings of the Second International Workshop on Semantic Industrial Information Modelling (SemIIM 2023) co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry.

Yuanwei Qu, Baifan Zhou, Arild Waaler, David Cameron

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2023

Addressing the Scalability Bottleneck of Semantic Technologies at Bosch.

Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics.

Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

2022

Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding.

Baifan Zhou, Tim Pychynski, Markus Reischl, Evgeny Kharlamov, Ralf Mikut

J. Intell. Manuf., 2022

Knowledge Graph-Based Semantic System for Visual Analytics in Automatic Manufacturing.

Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Zhipeng Tan, Ognjen Savkovic, Hui Yang, Yujia Zhang, Evgeny Kharlamov

Proceedings of the ISWC 2022 Posters, 2022

Towards Executable Knowledge Graph Translation.

Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Zhipeng Tan, Egor V. Kostylev, Evgeny Kharlamov

Proceedings of the ISWC 2022 Posters, 2022

Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case.

Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Gong Cheng, Ernesto Jiménez-Ruiz, Egor V. Kostylev, Evgeny Kharlamov

Proceedings of the Semantic Web - ISWC 2022, 2022

Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment.

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

Proceedings of the ISWC 2022 Posters, 2022

Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Xianda Zheng, Gong Cheng, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web - ISWC 2022, 2022

Towards A Statistic Ontology for Data Analysis in Smart Manufacturing.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Akif Quddus Khan, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the ISWC 2022 Posters, 2022

Towards a Visualisation Ontology for Data Analysis in Industrial Applications.

Zhuoxun Zheng, Baifan Zhou, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the First International Workshop on Semantic Industrial Information Modelling (SemIIM 2022) co-located with the 19th Extended Semantic Web Conference ESWC 2022, 2022

Industrial Geological Information Capture with GeoStructure Ontology.

Yuanwei Qu, Baifan Zhou, Evgeny Kharlamov, Martin Giese

Proceedings of the First International Workshop on Semantic Industrial Information Modelling (SemIIM 2022) co-located with the 19th Extended Semantic Web Conference ESWC 2022, 2022

Towards A Visualisation Ontology for Reusable Visual Analytics.

Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Ognjen Savkovic, Evgeny Kharlamov

Proceedings of the 11th International Joint Conference on Knowledge Graphs, 2022

Enhancing Knowledge Graph Generation with Ontology Reshaping - Bosch Case.

Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Egor V. Kostylev, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

The Data Value Quest: A Holistic Semantic Approach at Bosch.

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

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction.

Muhammad Yahya, Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction.

Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Ognjen Savkovic, Egor V. Kostylev, Evgeny Kharlamov

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Machine Learning Methods for Product Quality Monitoring in Electric Resistance Welding.

Baifan Zhou

PhD thesis, 2021

SemML: Facilitating development of ML models for condition monitoring with semantics.

Baifan Zhou, Yulia Svetashova, Andre Gusmao, Ahmet Soylu, Gong Cheng, Ralf Mikut, Arild Waaler, Evgeny Kharlamov

J. Web Semant., 2021

Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case.

Baifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetashova, Gong Cheng, Evgeny Kharlamov

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding.

Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor V. Kostylev, Evgeny Kharlamov

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

2020

Semantic ML for Manufacturing Monitoring at Bosch.

Baifan Zhou, Yulia Svetashova, Tim Pychynski, Evgeny Kharlamov

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

SemML: Reusable ML for Condition Monitoring in Discrete Manufacturing.

Yulia Svetashova, Baifan Zhou, Stefan Schmid, Tim Pychynski, Evgeny Kharlamov

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Ontology-Enhanced Machine Learning: A Bosch Use Case of Welding Quality Monitoring.

Yulia Svetashova, Baifan Zhou, Tim Pychynski, Stefan Schmidt, York Sure-Vetter, Ralf Mikut, Evgeny Kharlamov

Proceedings of the Semantic Web - ISWC 2020, 2020

SemFE: Facilitating ML Pipeline Development with Semantics.

Baifan Zhou, Yulia Svetashova, Tim Pychynski, Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Predicting Quality of Automated Welding with Machine Learning and Semantics: A Bosch Case Study.

Baifan Zhou, Yulia Svetashova, Seongsu Byeon, Tim Pychynski, Ralf Mikut, Evgeny Kharlamov

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020