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Baifan Zhou
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 45
Top Topics
Random Forests
Graph Embedding
Graph Construction
Data Analytics
Top Venues
ISWC (Posters/Demos/Industry)
CoRR
ESWC (Satellite Events)
CIKM
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Publications
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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)
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)