Hien D. Nguyen
Hien D. Nguyen publishes mostly in Statistics and Probability, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Bayesian Methods and Mixture Models, Statistical Methods and Inference and Statistical Methods and Bayesian Inference.
- World rank
- #1,331,091 of 1,633,909 ranked researchers
- Rank in Australia
- #31,154 of 35,497
- Works
- 33
- Citations
- 48
- Citations per work
- 1.5
What does Hien D. Nguyen research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability36% of their works
- 2Artificial Intelligence35% of their works
- 3Computer Vision and Pattern Recognition6% of their works
- 4Molecular Biology4% of their works
- 5Analytical Chemistry2% of their works
- 6Safety, Risk, Reliability and Quality2% of their works
Research topics
- Bayesian Methods and Mixture Models
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Gaussian Processes and Bayesian Inference
- Face and Expression Recognition
- Advanced Statistical Methods and Models
- Statistical Distribution Estimation and Applications
- Gene expression and cancer classification
Which keywords describe Hien D. Nguyen's research?
The keywords of their largest research topics: Bayesian Inference, Variational Inference, Clustering, Dirichlet Process, Mixture Models, Bayesian Modeling, Multiple Imputation and Regularization.
- Gene Expression
- Skew Distributions
- Multicollinearity
- Gaussian Processes
- Dimensionality Reduction
- Feature Selection
- Regularization
- Bayesian Modeling
- Dirichlet Process
- Variational Inference
- Bayesian Inference
- Clustering
- Mixture Models
- Multiple Imputation
- Variable Selection
- Machine Learning
- Face Recognition
- Generalized Exponential
- Regression Analysis
- Sparse Regression
- Microarray
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 21 words, with their numbers
- Bayesian Inference153 topics
- Variational Inference132 topics
- Clustering122 topics
- Dirichlet Process111 topic
- Mixture Models111 topic
- Bayesian Modeling71 topic
- Multiple Imputation71 topic
- Regularization71 topic
- Variable Selection71 topic
- Feature Selection32 topics
- Machine Learning32 topics
- Dimensionality Reduction21 topic
- Face Recognition21 topic
- Gaussian Processes21 topic
- Generalized Exponential21 topic
- Multicollinearity21 topic
- Regression Analysis21 topic
- Skew Distributions21 topic
- Sparse Regression21 topic
- Gene Expression11 topic
- Microarray11 topic
Where does Hien D. Nguyen work?
Hien D. Nguyen's main affiliation in the publication record is The University of Queensland, Australia.
How many publications and citations does Hien D. Nguyen have?
Science Explorer counts 33 works and 48 citations for Hien D. Nguyen, ranking #1,331,091 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 Hien D. Nguyen
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