Gilles Celeux
Gilles Celeux publishes mostly in Artificial Intelligence, Statistics and Probability and Statistics, Probability and Uncertainty, on topics such as Bayesian Methods and Mixture Models, Advanced Clustering Algorithms Research and Statistical Distribution Estimation and Applications.
- World rank
- #20,006 of 1,633,909 ranked researchers
- Rank in France
- #1,112 of 96,116
- Works
- 74
- Citations
- 813
- Citations per work
- 11.0
What does Gilles Celeux research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence33% of their works
- 2Statistics and Probability22% of their works
- 3Statistics, Probability and Uncertainty5% of their works
- 4Molecular Biology5% of their works
- 5Computer Networks and Communications4% of their works
- 6Environmental Engineering2% of their works
Research topics
- Bayesian Methods and Mixture Models
- Advanced Clustering Algorithms Research
- Statistical Distribution Estimation and Applications
- Statistical Methods and Bayesian Inference
- Advanced Statistical Methods and Models
- Geochemistry and Geologic Mapping
- Text and Document Classification Technologies
- Statistical Methods and Inference
Which keywords describe Gilles Celeux's research?
The keywords of their largest research topics: Bayesian Inference, Clustering, Mixture Models, High-Dimensional Data, Clustering Algorithms, Generalized Exponential, K-means and Skew Distributions.
- Variable Selection
- Regularization
- Mineral Prospectivity
- Regression Analysis
- Multiple Imputation
- Skew Distributions
- Generalized Exponential
- High-Dimensional Data
- Clustering
- Bayesian Inference
- Mixture Models
- Clustering Algorithms
- K-means
- Bayesian Modeling
- Multicollinearity
- Machine Learning
- Multi-label Learning
- Text Classification
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
- Bayesian Inference192 topics
- Clustering141 topic
- Mixture Models141 topic
- High-Dimensional Data72 topics
- Clustering Algorithms51 topic
- Generalized Exponential51 topic
- K-means51 topic
- Skew Distributions51 topic
- Bayesian Modeling41 topic
- Multiple Imputation41 topic
- Multicollinearity31 topic
- Regression Analysis31 topic
- Machine Learning21 topic
- Mineral Prospectivity21 topic
- Multi-label Learning21 topic
- Regularization21 topic
- Text Classification21 topic
- Variable Selection21 topic
Where does Gilles Celeux work?
Gilles Celeux's main affiliation in the publication record is Institut national de recherche en sciences et technologies du numérique, France.
How many publications and citations does Gilles Celeux have?
Science Explorer counts 74 works and 813 citations for Gilles Celeux, ranking #20,006 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.