Émilie Devijver
Émilie Devijver publishes mostly in Artificial Intelligence, Statistics and Probability and Computational Theory and Mathematics, on topics such as Bayesian Methods and Mixture Models, Statistical Methods and Inference and Machine Learning and Data Classification.
- World rank
- #1,585,673 of 1,633,909 ranked researchers
- Rank in France
- #93,765 of 96,116
- Works
- 20
- Citations
- 19
- Citations per work
- 1.0
What does Émilie Devijver research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence56% of their works
- 2Statistics and Probability26% of their works
- 3Computational Theory and Mathematics7% of their works
- 4Computer Vision and Pattern Recognition4% of their works
- 5Electrical and Electronic Engineering4% of their works
- 6Spectroscopy4% of their works
Research topics
Which keywords describe Émilie Devijver's research?
The keywords of their largest research topics: High-Dimensional Data, Classification, Clustering, Mixture Models, Regularization, Variable Selection, Bayesian Modeling and Hyperparameter Optimization.
- Self-Organizing Maps
- Chiroptical Spectroscopy
- SMOTE
- Imbalanced Data
- Noisy Labels
- Hyperparameter Optimization
- Variable Selection
- Mixture Models
- Classification
- High-Dimensional Data
- Clustering
- Regularization
- Bayesian Modeling
- Multiple Imputation
- Clustering Algorithms
- K-means
- Absolute Configuration
- Neural Networks
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
- High-Dimensional Data62 topics
- Classification52 topics
- Clustering51 topic
- Mixture Models51 topic
- Regularization41 topic
- Variable Selection41 topic
- Bayesian Modeling31 topic
- Hyperparameter Optimization31 topic
- Multiple Imputation31 topic
- Noisy Labels31 topic
- Clustering Algorithms21 topic
- Imbalanced Data21 topic
- K-means21 topic
- SMOTE21 topic
- Absolute Configuration11 topic
- Chiroptical Spectroscopy11 topic
- Neural Networks11 topic
- Self-Organizing Maps11 topic
Where does Émilie Devijver work?
Émilie Devijver's main affiliation in the publication record is Laboratoire d'Informatique de Grenoble, France.
How many publications and citations does Émilie Devijver have?
Science Explorer counts 20 works and 19 citations for Émilie Devijver, ranking #1,585,673 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.