Olivier Chapelle
Olivier Chapelle publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and General Health Professions, on topics such as Neural Networks and Applications, Face and Expression Recognition and Machine Learning and Data Classification.
- World rank
- #57,540 of 1,633,909 ranked researchers
- Rank in Germany
- #3,972 of 86,443
- Works
- 27
- Citations
- 938
- Citations per work
- 34.7
What does Olivier Chapelle research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence45% of their works
- 2Computer Vision and Pattern Recognition23% of their works
- 3General Health Professions6% of their works
- 4Molecular Biology3% of their works
- 5Signal Processing3% of their works
- 6Information Systems3% of their works
Research topics
- Neural Networks and Applications
- Face and Expression Recognition
- Machine Learning and Data Classification
- Spectroscopy Techniques in Biomedical and Chemical Research
- Gene expression and cancer classification
- Fuzzy Logic and Control Systems
- Domain Adaptation and Few-Shot Learning
- Machine Learning and Algorithms
Which keywords describe Olivier Chapelle's research?
The keywords of their largest research topics: Deep Learning, Feature Selection, Dimensionality Reduction, Face Recognition, Meta-Learning, Neural Networks, Self-Organizing Maps and Hyperparameter Optimization.
- Transfer Learning
- Microarray
- Gene Expression
- Fuzzy Logic Systems
- Active Learning
- Machine Learning
- Hyperparameter Optimization
- Neural Networks
- Face Recognition
- Feature Selection
- Deep Learning
- Dimensionality Reduction
- Meta-Learning
- Self-Organizing Maps
- Noisy Labels
- Semi-Supervised Learning
- Domain Adaptation
- Gaussian Processes
- Infrared Spectroscopy
- Raman Spectroscopy
- Type-2 Fuzzy Sets
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 21 words, with their numbers
- Deep Learning62 topics
- Feature Selection62 topics
- Dimensionality Reduction51 topic
- Face Recognition51 topic
- Meta-Learning52 topics
- Neural Networks51 topic
- Self-Organizing Maps51 topic
- Hyperparameter Optimization41 topic
- Noisy Labels41 topic
- Machine Learning33 topics
- Semi-Supervised Learning22 topics
- Active Learning11 topic
- Domain Adaptation11 topic
- Fuzzy Logic Systems11 topic
- Gaussian Processes11 topic
- Gene Expression11 topic
- Infrared Spectroscopy11 topic
- Microarray11 topic
- Raman Spectroscopy11 topic
- Transfer Learning11 topic
- Type-2 Fuzzy Sets11 topic
Where does Olivier Chapelle work?
Olivier Chapelle's main affiliation in the publication record is Max Planck Institute for Biological Cybernetics, Germany.
How many publications and citations does Olivier Chapelle have?
Science Explorer counts 27 works and 938 citations for Olivier Chapelle, ranking #57,540 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.