Isabelle Guyon
Isabelle Guyon publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Machine Learning and Data Classification, Handwritten Text Recognition Techniques and Neural Networks and Applications.
- World rank
- #1,772 of 1,633,909 ranked researchers
- Rank in United States
- #785 of 358,040
- Works
- 86
- Citations
- 2.5k
- Citations per work
- 28.8
What does Isabelle Guyon research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence39% of their works
- 2Computer Vision and Pattern Recognition18% of their works
- 3Molecular Biology6% of their works
- 4Electrical and Electronic Engineering6% of their works
- 5Signal Processing4% of their works
- 6Control and Systems Engineering4% of their works
Research topics
Which keywords describe Isabelle Guyon's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Hyperparameter Optimization, Noisy Labels, Time Series, Dimensionality Reduction, Handwriting Recognition and Text Detection.
- Feature Selection
- Dynamic Time Warping
- Concept Drift
- Unsupervised
- Machine Learning
- Anomaly Detection
- Text Detection
- Dimensionality Reduction
- Noisy Labels
- Neural Networks
- Deep Learning
- Hyperparameter Optimization
- Time Series
- Handwriting Recognition
- Active Learning
- Backpropagation Learning
- Self-Organizing Maps
- Clustering
- Data Streams
- Face Recognition
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
- Deep Learning154 topics
- Neural Networks133 topics
- Hyperparameter Optimization81 topic
- Noisy Labels81 topic
- Time Series72 topics
- Dimensionality Reduction62 topics
- Handwriting Recognition51 topic
- Text Detection51 topic
- Active Learning41 topic
- Anomaly Detection41 topic
- Backpropagation Learning41 topic
- Machine Learning41 topic
- Self-Organizing Maps41 topic
- Unsupervised41 topic
- Clustering31 topic
- Concept Drift31 topic
- Data Streams31 topic
- Dynamic Time Warping31 topic
- Face Recognition31 topic
- Feature Selection31 topic
Where does Isabelle Guyon work?
Isabelle Guyon's main affiliation in the publication record is Gleason (United States), United States.
How many publications and citations does Isabelle Guyon have?
Science Explorer counts 86 works and 2,480 citations for Isabelle Guyon, ranking #1,772 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.