Weiru Liu
Impact in
- Artificial Intelligence top 0.5%
- Bayesian Modeling and Causal Inference
- Logic, Reasoning, and Knowledge
- Semantic Web and Ontologies
- AI-based Problem Solving and Planning
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- Multi-Criteria Decision Making
- Data Quality and Management
Papers in ⓘ
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- Logic, Reasoning, and Knowledge 53
- Bayesian Modeling and Causal Inference 31
- Semantic Web and Ontologies 25
- AI-based Problem Solving and Planning 24
- Multi-Agent Systems and Negotiation 17
- Anomaly Detection Techniques and Applications 11
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- Multi-Criteria Decision Making 9
- Co-authors
- David Bell (17 shared papers)Wenjun Ma (8 shared papers)Xudong Luo (6 shared papers)Jie Cheng (4 shared papers)Jun Hong (28 shared papers)Russell Greiner (1 shared paper)Jie Cheng (1 shared paper)Jonathan Kelly (1 shared paper)
- Journals
- International Journal of Approximate Reasoning (8 papers)Knowledge and Information Systems (4 papers)International Journal of Intelligent Systems (3 papers)Information Sciences (2 papers)Scientific Reports (2 papers)
- Partner nations
- United KingdomChinaUnited States
In The Last Decade
Weiru Liu
147 papers receiving 2.9k citations
Hit Papers
Peers
Comparison fields: 5 of 188
- Artificial Intelligence 1.8k
- Management Science and Operations Research 586
- Computational Theory and Mathematics 444
- Information Systems 489
- Signal Processing 188
Countries citing papers authored by Weiru Liu
This map shows the geographic impact of Weiru Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Weiru Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Weiru Liu more than expected).
Fields of papers citing papers by Weiru Liu
This network shows the impact of papers produced by Weiru Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Weiru Liu. The network helps show where Weiru Liu may publish in the future.
Co-authors
The 25 scholars most cited alongside Weiru Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 158 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Learning Bayesian networks from data: An information-theory based approach Hit paper breakdown → | 2002 | 502 |
| 2 | Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Hit paper breakdown → | 2014 | 384 |
| 3 | 2006 | 277 | |
| 4 | 1997 | 143 | |
| 5 | Learning Bayesian Networks from Data: An Efficient Approach Based on Information Theory | 1999 | 102 |
| 6 | 2015 | 99 | |
| 7 | 2008 | 95 | |
| 8 | 2016 | 81 | |
| 9 | Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2017) | 2017 | 71 |
| 10 | 2017 | 71 | |
| 11 | An Algorithm for Bayesian Belief Network Construction from Data | 1997 | 64 |
| 12 | 2015 | 64 | |
| 13 | 2017 | 52 | |
| 14 | Uncertainty in Artificial Intelligence | 2014 | 45 |
| 15 | 2004 | 44 | |
| 16 | 2018 | 37 | |
| 17 | 2017 | 32 | |
| 18 | 2024 | 30 | |
| 19 | 2011 | 29 | |
| 20 | 2005 | 28 |
About Weiru Liu
Weiru Liu is a scholar working on Artificial Intelligence, Management Science and Operations Research, Computational Theory and Mathematics, Computer Networks and Communications and Information Systems, having authored 158 papers that have together received 3.1k indexed citations. Recurring topics across this work include Logic, Reasoning, and Knowledge (53 papers), Bayesian Modeling and Causal Inference (31 papers), Semantic Web and Ontologies (25 papers), AI-based Problem Solving and Planning (24 papers), Multi-Agent Systems and Negotiation (17 papers), Anomaly Detection Techniques and Applications (11 papers), Rough Sets and Fuzzy Logic (10 papers) and Multi-Criteria Decision Making (9 papers). The work is most often cited by research in Artificial Intelligence (1.8k citations), Management Science and Operations Research (586 citations), Computational Theory and Mathematics (444 citations), Information Systems (489 citations) and Signal Processing (188 citations). Weiru Liu has collaborated with scholars based in United Kingdom, China and United States. Frequent co-authors include David Bell, Wenjun Ma, Xudong Luo, Jie Cheng, Jun Hong, Russell Greiner, Jie Cheng, Jonathan Kelly, Jianbing Ma and Anthony Hunter. Their work appears in journals such as International Journal of Approximate Reasoning, Knowledge and Information Systems, International Journal of Intelligent Systems, Information Sciences and Scientific Reports.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.