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2020 – today
- 2024
[j2]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)- [c23]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 - 2023
- [c22]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 - [c21]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 - [c20]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 - [c19]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 - [c18]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 - [c17]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 - [c16]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 - [i4]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) - [i3]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) - [i2]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) - 2022
- [j1]Christoph Naab, Zhuoxun Zheng:
Application of the unscented Kalman filter in position estimation a case study on a robot for precise positioning. Robotics Auton. Syst. 147: 103904 (2022) - [c15]Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov:
ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. CIKM 2022: 5064-5068 - [c14]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 - [c13]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 - [c12]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 - [c11]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 - [c10]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 - [c9]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 - [c8]Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Ognjen Savkovic, Evgeny Kharlamov:
Towards A Visualisation Ontology for Reusable Visual Analytics. IJCKG 2022: 99-103 - [c7]Zhuoxun Zheng, Baifan Zhou, Ahmet Soylu, Evgeny Kharlamov:
Towards a Visualisation Ontology for Data Analysis in Industrial Applications. SemIIM 2022 - [c6]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 - [c5]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 - [c4]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 - [c3]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 - [c2]Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Zhipeng Tan, Egor V. Kostylev, Evgeny Kharlamov:
Towards Executable Knowledge Graph Translation. ISWC (Posters/Demos/Industry) 2022 - [c1]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 - [i1]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)
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