Tilhørighet
Fagfelt
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner (36)
- Lyu, Qianhang; Skjæveland, Martin Georg; Li, Siqi; Rao, Yunqing; Soylu, Ahmet; Kiritsis, Dimitris; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2026). Generating Explainable and Verified Product Information Models From Industrial Documentation. Journal of Computing and Information Science in Engineering. Vol. 26
- Lyu, Qianhang; Zhou, Baifan; Skjæveland, Martin Georg; Kamburjan, Eduard; Schüller, Andreas; Cameron, David B.; Rao, Yunqing; Kiritsis, Dimitris; Waaler, Arild Torolv Søetorp (2026). A system information modelling method in the cross-disciplinary project collaboration context for industrial digitalisation. Scientific Reports. Vol. 16
- Lyu, Qianhang; Li, Siqi; Skjæveland, Martin G; Rao, Yunqing; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2025). An LLM-Aided System Information Modelling Methodology Applied in Tennessee Eastman Case. IEEE Conference on Industrial Informatics
- Antonis, Klironomos,; Zhou, Baifan; Zhipeng, Tan,; Zheng, Zhuoxun; H., Gad-Elrab, Mohamed; Heiko, Paulheim,; Kharlamov, Evgeny (2025). ExeKGLib: A Platform for Machine Learning Analytics Based on Knowledge Graphs. Lecture Notes in Computer Science (LNCS). Vol. 16141. s. 57-76
- Zhou, Baifan; Chen, Weiqin (2025). Integrating Digital Accessibility Into Software Engineering Education: A Case Study of Learning Outcomes. Mavrou, Katerina; Encarnação, Pedro (Red.). Technology for Inclusion and Participation for All: Recent Achievements and Future Directions: 18th International Conference, AAATE 2025, Nicosia, Cyprus, September 10-12, 2025, Proceedings, Part I. Springer Nature
- Lyu, Qianhang; Skjæveland, Martin G; Zhou, Yan; Rao, Yunqing; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2025). IMF-PM: Integrating System Information Modelling and Project Management for Industrial Digitalisation. Pang, Zhibo; Vyarkin, Valeriy (Red.). 2025 IEEE 23rd International Conference on Industrial Informatics (INDIN). IEEE (Institute of Electrical and Electronics Engineers)
- Qu, Yuanwei; Waaler, Arild Torolv Søetorp; Torabi, Anita; Zhou, Baifan (2025). Challenges and Approach: AI for Digitalised Carbon Storage Analysis. CEUR Workshop Proceedings. Vol. 3975
- Antonis, Klironomos,; Zhou, Baifan; Zheng, Zhuoxun; Gad-Elrab, Mohamed,; Heiko, Paulheim,; Kharlamov, Evgeny (2025). ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs Using Numeric Literals. Lecture Notes in Computer Science (LNCS). Vol. 15718. s. 41-58
- Zhou, Yan; Zhou, Baifan; Yu, Ingrid Chieh (2025). Towards Change-Instructed Action and Explanation Generation for Visual Language Action in Autonomous Driving. Pang, Zhibo; Vyarkin, Valeriy (Red.). 2025 IEEE 23rd International Conference on Industrial Informatics (INDIN). IEEE (Institute of Electrical and Electronics Engineers)
- Zhou, Yan; Zhou, Baifan; Lyu, Qianhang; Waaler, Arild Torolv Søetorp; Yu, Ingrid Chieh (2025). User-Centric Question Answering with Explanation for Industrial System Information Modelling. Frontiers in Artificial Intelligence and Applications. Vol. 413. s. 5392-5399
- Zhou, Yan; Zhou, Baifan; Yu, Ingrid Chieh (2025). NMN-BART:Generating Natural Language Explanations for Visual Question Answering. CEUR Workshop Proceedings. Vol. 3975. s. 38-48
- Zhou, Yan; Zhou, Baifan; Li, Huajian; Lyu, Qianhang; Qu, Yuanwei; Waaler, Arild Torolv Søetorp; Yu, Ingrid Chieh (2025). Dataset for Industrial Question Answering with Explanation and Scalable Ensemble Generation. Long, Guodong; Blumestein, Michale; Chang, Yi (Red.). WWW '25: Companion Proceedings of the ACM on Web Conference 2025. Association for Computing Machinery (ACM)
- Kamburjan, Eduard; Fraga, David Chaves; Nathan, Paco; Roover, Coen De; Corcho, Oscar; Jimenez-Ruiz, Ernesto; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2024). SOFLIM2KG-SEMIIM 2024 Joint Proceedings SOFLIM2KG and SEMIIM 2024. CEUR Workshop Proceedings
- Wahid, Abdul; Yahya, Muhammad; Zaman, Farooq; Zhou, Baifan; Breslin, John G.; Intizar, Muhammad Ali; Kharlamov, Evgeny (2024). Integrating I4.0 Knowledge Graphs with Large Language Models Beyond SPARQL Endpoints. CEUR Workshop Proceedings. Vol. 3830
- Zheng, Zhuoxun; Zhou, Baifan; Yang, Hui; Tan, Zhipeng; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny; Soylu, Ahmet (2024). Low-Dimensional Hyperbolic Knowledge Graph Embedding for Better Extrapolation to Under-Represented Data. Lecture Notes in Computer Science (LNCS)
- Chen, Qiaosheng; Luo, Weiqing; Huang, Zixian; Lin, Tengteng; Wang, Xiaxia; Soylu, Ahmet; Ell, Basil; Zhou, Baifan; Kharlamov, Evgeny; Cheng, Gong (2024). ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries. Yang, Grace Hui; Wang, Hongning; Han, Sam; Hauff, Claudia; Zuccon, Guido; Zhang, Yi (Red.). SIGIR '24 : Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM)
- Giannakopoulos, Foivos Psarommatis; Zhou, Baifan; Kharlamov, Evgeny (2024). Implementation of Zero Defect Manufacturing using quality prediction: a spot welding case study from Bosch. Procedia Computer Science. Vol. 232. s. 1299-1308
- Zheng, Zhuoxun; Zhou, Baifan; Yang, Hui; Tan, Zhipeng; Sun, Zequn; Li, Chunnong; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny; Soylu, Ahmet (2024). Knowledge graph embedding closed under composition. Data mining and knowledge discovery. Vol. 38
- Klironomos, Antonis; Zhou, Baifan; Zhipeng, Tan; Zhuoxun, Zheng; Mohamed, H. Gad-Elrab; Paulheim, Heiko; Kharlamov, Evgeny (2023). ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. Lecture Notes in Computer Science (LNCS). Vol. 13998
- Rincon-Yanez, Diego; Gad-Elrab, Mohamed H.; Stepanova, Daria; Tran, Kien Trung; Xuan, Cuong Chu; Zhou, Baifan; Kharlamov, Evgeny (2023). Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. Lecture Notes in Computer Science (LNCS). Vol. 13998
- Brandt, Maja Miličić; Psarommatis, Foivos; Simon, Christophe; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2023). Towards Standardised Product Data Exchange with Information Modelling Framework at Siemens Energy. CEUR Workshop Proceedings. Vol. 3647
- Tan, Zhipeng; Zhou, Baifan; Zheng, Zhuoxun; Savkovic, Ognjen; Huang, Ziqiang; Gonzalez, Irlan-Grangel; Soylu, Ahmet; Kharlamov, Evgeny (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 14266. s. 453-471
- Zhou, Baifan; Nikolov, Nikolay Vladimirov; Zheng, Zhuoxun; Luo, Xianghui; Savkovic, Ognjen; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny (2023). Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 14266. s. 380-399
- Tan, Zhipeng; Zheng, Zhuoxun; Klironomos, Antonis; Gad-Elrab, Mohamed H.; Xiao, Guohui; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring. CEUR Workshop Proceedings. Vol. 3632
- Zheng, Zhuoxun; Savkovic, Ognjen; Nikolov, Nikolay Vladimirov; Luu, Huu Phuc; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan (2023). Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration. CEUR Workshop Proceedings. Vol. 3632
- Zheng, Zhuoxun; Zhou, Baifan; Tan, Zhipeng; Savkovic, Ognjen; Rincon-Yanez, Diego; Nikolov, Nikolay Vladimirov; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny (2023). Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch. CEUR Workshop Proceedings. Vol. 3632
- Qu, Yuanwei; Zhou, Baifan; Waaler, Arild Torolv Søetorp; Cameron, David B. (2023). Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry. Liu, Fenrong; Sadanandan, Arun Anand; Pham, Duc Nghia; Mursanto, Petrus; Lukose, Dickson (Red.). 20th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2023 (PRICAI 2023): Trends in Artificial Intelligence. Springer
- Yahya, Muhammad; Zhou, Baifan; Breslin, John G.; Ali, Muhammad Intizar; Kharlamov, Evgeny (2023). Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry. IEEE Access. Vol. 11. s. 37360-37377
- Zhou, Baifan; Pychynski, Tim; Reischl, Markus; Kharlamov, Evgeny; Mikut, Ralf (2022). Machine Learning with Domain Knowledge for Predictive Quality Monitoring in Resistance Spot Welding. Journal of Intelligent Manufacturing. Vol. 33. s. 1139-1163
- Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Soylu, Ahmet; Savkovic, Ognjen; Kostylev, Egor; Kharlamov, Evgeny (2022). ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. Hasan, Mohammad Al; Xiong, Li (Red.). CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM)
- Zheng, Zhuoxun; Zhou, Baifan; Soylu, Ahmet; Kharlamov, Evgeny (2022). Towards a Visualisation Ontology for Data Analysis in Industrial Applications. CEUR Workshop Proceedings. Vol. 3355
- Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Soylu, Ahmet; Kharlamov, Evgeny (2022). ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. Hasan, Mohammad Al; Xiong, Li (Red.). CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM)
- Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny (2022). Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping. Lecture Notes in Computer Science (LNCS). Vol. 13384. s. 123-128
- Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Kostylev, Egor; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny (2022). Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 13384. s. 299-302
- Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Trung-Kien, Tran; Stepanova, Daria; Gad-Elrab, Mohamed H.; Nikolov, Nikolay; Soylu, Ahmet; Kharlamov, Evgeny (2022). The Data Value Quest: A Holistic Semantic Approach at Bosch. Lecture Notes in Computer Science (LNCS). Vol. 13384. s. 287-290
- Zhou, Baifan; Svetashova, Yulia; Gusmao, Andre Silva; Soylu, Ahmet; Cheng, Gong; Mikut, Ralf; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny (2021). SemML: Facilitating development of ML models for condition monitoring with semantics. Journal of Web Semantics. Vol. 71. s. 1-21
Formidling (18)
- Zheng, Zhuoxun; Ognjen, Savković,; Zhou, Baifan; Antonis, Klironomos,; Kharlamov, Evgeny; Soylu, Ahmet (2025). Graph Constraint Language for Industrial Knowledge Graphs and Machine Learning. The 27th International Conference on Big Data Analytics and Knowledge Discovery
- Kamburjan, Eduard; Jimenez-Ruiz, Ernesto; Zhou, Baifan; Waaler, Arild Torolv Søetorp (2024). Preface: Semantic Industrial Information Modelling. CEUR Workshop Proceedings. Vol. 3830
- Qu, Yuanwei; Zheng, Zhuoxun; Zhou, Baifan; Zhou, Yan; Santos, Nicolau; Savkovic, Ognjen; Waaler, Arild Torolv Søetorp; Cameron, David B. (2023). Towards Data Integrity Verification for More Sustainable Petroleum Industry. The International Semantic Web Conference
- Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Khan, Akif Quddus; Soylu, Ahmet; Kharlamov, Evgeny (2022). Towards A Statistic Ontology for Data Analysis in Smart Manufacturing. The 21st International Semantic Web Conference (ISWC)
- Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny; Zhou, Baifan; Zhou, Dongzhuoran (2022). 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. First International Workshop on Semantic Industrial Information Modelling (SemIIM 2022) co-located with the 19th Extended Semantic Web Conference ESWC 2022
- Zhou, Baifan; Tan, Zhipeng; Zheng, Zhuoxun; Zhou, Dongzhuoran; He, Yunjie; Zhu, Yuqicheng; Yahya, Muhammad; Tran, Trung-Kien; Stepanova, Daria; Gad-Elrab, Mohamed H.; Kharlamov, Evgeny (2022). Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment. The 21st International Semantic Web Conference (ISWC)
- Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Tan, Zhipeng; Kostylev, Egor; Kharlamov, Evgeny (2022). Towards Executable Knowledge Graph Translation. The 21st International Semantic Web Conference (ISWC)
- Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Tan, Zhipeng; Savkovic, Ognjen; Yang, Hui; Zhang, Yujia; Kharlamov, Evgeny (2022). Knowledge Graph-Based Semantic System for Visual Analytics in Automatic Manufacturing. The 21st International Semantic Web Conference (ISWC)
- Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Soylu, Ahmet; Kharlamov, Evgeny (2022). Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch. Hasan, Mohammad Al; Xiong, Li (Red.). CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM)
- Zheng, Zhuoxun; Zhou, Baifan; Dongzhuoran, Zhou; Ahmet, Soylu; Evgeny, Kharlamov (2022). ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. 31st ACM International Conference on Information and Knowledge Management (CIKM)
- Qu, Yuanwei; Zhou, Baifan; Kharlamov, Evgeny; Giese, Martin (2022). Industrial Geological Information Capture with GeoStructure Ontology. First International Workshop on Semantic Industrial Information Modelling (SemIIM)
- Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Soylu, Ahmet; Cheng, Gong; Jimenez-Ruiz, Ernesto; Kostylev, Egor; Kharlamov, Evgeny (2022). Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case. The 21st International Semantic Web Conference (ISWC)
- Dongzhuoran, Zhou; Zhou, Baifan; Zhuoxun, Zheng; Ahmet, Soylu; Ognjen, Savkovic; V., Kostylev Egor; Evgeny, Kharlamov (2022). ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. 31st ACM International Conference on Information and Knowledge Management (CIKM)
- Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny (2022). Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring. The 21st International Semantic Web Conference (ISWC)
- Yahya, Muhammad; Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Breslin, John G.; Ali, Muhammad Intizar; Kharlamov, Evgeny (2022). Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction. 19th Extended Semantic Web Conference (ESWC)
- Zhou, Baifan; Tan, Zhipeng; Zheng, Zhuoxun; Zhou, Dongzhuoran; Savkovic, Ognjen; Kharlamov, Evgeny (2022). Towards A Visualisation Ontology for Reusable Visual Analytics. 11th International Joint Conference on Knowledge Graphs (IJCKG 2022)
- Zhou, Dongzhuoran; Zhou, Baifan; Chen, Jieying; Cheng, Gong; Kostylev, Egor; Kharlamov, Evgeny (2021). Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding. The 10th International Joint Conference on Knowledge Graphs (IJCKG’21)
- Zhou, Baifan; Zhou, Dongzhuoran; Chen, Jieying; Svetashova, Yulia; Cheng, Gong; Kharlamov, Evgeny (2021). Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A BoschWelding Case. The 10th International Joint Conference on Knowledge Graphs (IJCKG’21)
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