Randal Douc
Randal Douc publishes mostly in Artificial Intelligence, Statistics and Probability and Control and Systems Engineering, on topics such as Target Tracking and Data Fusion in Sensor Networks, Markov Chains and Monte Carlo Methods and Bayesian Methods and Mixture Models.
- World rank
- #21,481 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #2,015 of 90,785
- Works
- 158
- Citations
- 1.7k
- Citations per work
- 10.8
What does Randal Douc research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence35% of their works
- 2Statistics and Probability19% of their works
- 3Control and Systems Engineering6% of their works
- 4Signal Processing5% of their works
- 5Computer Vision and Pattern Recognition5% of their works
- 6Computer Networks and Communications4% of their works
Research topics
- Target Tracking and Data Fusion in Sensor Networks
- Markov Chains and Monte Carlo Methods
- Bayesian Methods and Mixture Models
- Gaussian Processes and Bayesian Inference
- Statistical Methods and Inference
- Blind Source Separation Techniques
- Fault Detection and Control Systems
- Statistical Methods and Bayesian Inference
Which keywords describe Randal Douc's research?
The keywords of their largest research topics: Bayesian Inference, Variational Inference, Model Selection, Bayesian Monte Carlo, Markov Chain, Nonlinear Estimation, Particle Filters and Clustering.
- Process Monitoring
- Fault Detection
- Independent Component Analysis
- Variable Selection
- Sparse Regression
- Machine Learning
- Clustering
- Nonlinear Estimation
- Bayesian Monte Carlo
- Variational Inference
- Bayesian Inference
- Model Selection
- Markov Chain
- Particle Filters
- Mixture Models
- Gaussian Processes
- Regularization
- Blind Separation
- Bayesian Modeling
- Multiple Imputation
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 20 words, with their numbers
- Bayesian Inference543 topics
- Variational Inference332 topics
- Model Selection292 topics
- Bayesian Monte Carlo211 topic
- Markov Chain211 topic
- Nonlinear Estimation211 topic
- Particle Filters211 topic
- Clustering201 topic
- Mixture Models201 topic
- Machine Learning192 topics
- Gaussian Processes131 topic
- Sparse Regression131 topic
- Regularization81 topic
- Variable Selection81 topic
- Blind Separation71 topic
- Independent Component Analysis71 topic
- Bayesian Modeling61 topic
- Fault Detection61 topic
- Multiple Imputation61 topic
- Process Monitoring61 topic
Where does Randal Douc work?
Randal Douc's main affiliation in the publication record is University of Cambridge, United Kingdom.
How many publications and citations does Randal Douc have?
Science Explorer counts 158 works and 1,708 citations for Randal Douc, ranking #21,481 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 Randal Douc
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