Lin Liu
Lin Liu publishes mostly in Artificial Intelligence, Electrical and Electronic Engineering and Information Systems, on topics such as Bayesian Modeling and Causal Inference, Statistical Methods and Inference and Advanced Causal Inference Techniques.
- World rank
- #460,755 of 1,633,909 ranked researchers
- Rank in Australia
- #12,953 of 35,497
- Works
- 167
- Citations
- 494
- Citations per work
- 3.0
What does Lin Liu research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence18% of their works
- 2Electrical and Electronic Engineering10% of their works
- 3Information Systems10% of their works
- 4Statistics and Probability7% of their works
- 5Computer Networks and Communications5% of their works
- 6Molecular Biology5% of their works
Research topics
- Bayesian Modeling and Causal Inference
- Statistical Methods and Inference
- Advanced Causal Inference Techniques
- Explainable Artificial Intelligence (XAI)
- Service-Oriented Architecture and Web Services
- Advanced Computational Techniques and Applications
- Adversarial Robustness in Machine Learning
- Software Engineering Research
Which keywords describe Lin Liu's research?
The keywords of their largest research topics: Causal Inference, Machine Learning, Bayesian Networks, Graphical Models, Observational Studies, Propensity Score, Regularization and Variable Selection.
- Wavelet Analysis
- Expert Systems
- Code Clone Detection
- Semantic Web Services
- Machine Learning Interpretability
- Variable Selection
- Propensity Score
- Graphical Models
- Machine Learning
- Causal Inference
- Bayesian Networks
- Observational Studies
- Regularization
- Interpretable Models
- QoS-Aware Middleware
- Adversarial Examples
- Deep Learning
- Refactoring
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 18 words, with their numbers
- Causal Inference122 topics
- Machine Learning93 topics
- Bayesian Networks71 topic
- Graphical Models71 topic
- Observational Studies51 topic
- Propensity Score51 topic
- Regularization51 topic
- Variable Selection51 topic
- Interpretable Models41 topic
- Machine Learning Interpretability41 topic
- QoS-Aware Middleware41 topic
- Semantic Web Services41 topic
- Adversarial Examples31 topic
- Code Clone Detection31 topic
- Deep Learning31 topic
- Expert Systems31 topic
- Refactoring31 topic
- Wavelet Analysis31 topic
Where does Lin Liu work?
Lin Liu's main affiliation in the publication record is University of South Australia, Australia.
How many publications and citations does Lin Liu have?
Science Explorer counts 167 works and 494 citations for Lin Liu, ranking #460,755 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Other researchers named Lin Liu
- lin-liu-huazhong-university-of-science-and-technology
- lin-liu-chinese-academy-of-sciences
- lin-liu-harbin-institute-of-technology
- lin-liu-chinese-academy-of-sciences-china
- lin-liu-university-of-cincinnati
- lin-liu-chinese-university-of-hong-kong
- lin-liu-anyang-normal-university
- lin-liu-oklahoma-state-university
- lin-liu-university-of-kansas
- lin-liu-japan-science-and-technology-agency
- lin-liu-zhejiang-sci-tech-university
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