Frédéric Ferraty
Frédéric Ferraty publishes mostly in Statistics and Probability, Artificial Intelligence and Control and Systems Engineering, on topics such as Statistical Methods and Inference, Bayesian Methods and Mixture Models and Advanced Statistical Methods and Models.
- World rank
- #177,285 of 1,633,909 ranked researchers
- Rank in France
- #9,285 of 96,116
- Works
- 22
- Citations
- 337
- Citations per work
- 15.3
What does Frédéric Ferraty research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability48% of their works
- 2Artificial Intelligence18% of their works
- 3Control and Systems Engineering9% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Analytical Chemistry3% of their works
- 6Environmental Engineering3% of their works
Research topics
- Statistical Methods and Inference
- Bayesian Methods and Mixture Models
- Advanced Statistical Methods and Models
- Control Systems and Identification
- Statistical Methods and Bayesian Inference
- Spectroscopy Techniques in Biomedical and Chemical Research
- Spectroscopy and Chemometric Analyses
- Medical Image Segmentation Techniques
Which keywords describe Frédéric Ferraty's research?
The keywords of their largest research topics: Model Selection, Variable Selection, Lasso, Regularization, Clustering, Mixture Models, Principal Component Analysis and Multicollinearity.
- Near-Infrared Spectroscopy
- Medical Image Analysis
- Image Segmentation
- Parameter Estimation
- Bayesian Modeling
- Multicollinearity
- Mixture Models
- Regularization
- Variable Selection
- Model Selection
- Lasso
- Clustering
- Principal Component Analysis
- Regression Analysis
- Multiple Imputation
- System Identification
- Infrared Spectroscopy
- Multivariate Calibration
- Raman Spectroscopy
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 19 words, with their numbers
- Model Selection112 topics
- Variable Selection102 topics
- Lasso91 topic
- Regularization91 topic
- Clustering61 topic
- Mixture Models61 topic
- Principal Component Analysis62 topics
- Multicollinearity51 topic
- Regression Analysis51 topic
- Bayesian Modeling21 topic
- Multiple Imputation21 topic
- Parameter Estimation21 topic
- System Identification21 topic
- Image Segmentation11 topic
- Infrared Spectroscopy11 topic
- Medical Image Analysis11 topic
- Multivariate Calibration11 topic
- Near-Infrared Spectroscopy11 topic
- Raman Spectroscopy11 topic
Where does Frédéric Ferraty work?
Frédéric Ferraty's main affiliation in the publication record is Institut de Mathématiques de Toulouse, France.
How many publications and citations does Frédéric Ferraty have?
Science Explorer counts 22 works and 337 citations for Frédéric Ferraty, ranking #177,285 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.