François Malgouyres
François Malgouyres publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics, on topics such as Neural Networks and Applications, Image and Signal Denoising Methods and Medical Image Segmentation Techniques.
- World rank
- #583,651 of 1,633,909 ranked researchers
- Rank in France
- #35,589 of 96,116
- Works
- 28
- Citations
- 52
- Citations per work
- 1.9
What does François Malgouyres research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition35% of their works
- 2Artificial Intelligence30% of their works
- 3Computational Mechanics10% of their works
- 4Statistics and Probability10% of their works
- 5Geophysics5% of their works
- 6Biomedical Engineering5% of their works
Research topics
Which keywords describe François Malgouyres's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Backpropagation Learning, Compressed Sensing, Image Denoising, Image Segmentation, Medical Image Analysis and Regularization.
- Robustness
- Knowledge Graph Embedding
- Graph Neural Networks
- Variable Selection
- Sparse Representation
- Regularization
- Image Segmentation
- Compressed Sensing
- Neural Networks
- Deep Learning
- Backpropagation Learning
- Image Denoising
- Medical Image Analysis
- Self-Organizing Maps
- Sparse Representations
- Adversarial Examples
- Interpretable Models
- Machine Learning Interpretability
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
- Deep Learning85 topics
- Neural Networks32 topics
- Backpropagation Learning21 topic
- Compressed Sensing21 topic
- Image Denoising21 topic
- Image Segmentation21 topic
- Medical Image Analysis21 topic
- Regularization21 topic
- Self-Organizing Maps21 topic
- Sparse Representation21 topic
- Sparse Representations21 topic
- Variable Selection21 topic
- Adversarial Examples11 topic
- Graph Neural Networks11 topic
- Interpretable Models11 topic
- Knowledge Graph Embedding11 topic
- Machine Learning Interpretability11 topic
- Robustness11 topic
Where does François Malgouyres work?
François Malgouyres's main affiliation in the publication record is Institut de Mathématiques de Toulouse, France.
How many publications and citations does François Malgouyres have?
Science Explorer counts 28 works and 52 citations for François Malgouyres, ranking #583,651 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.