Gérard Biau
Gérard Biau publishes mostly in Artificial Intelligence, Statistics and Probability and History and Philosophy of Science, on topics such as Statistical Methods and Inference, Bayesian Methods and Mixture Models and Machine Learning and Algorithms.
- World rank
- #147,617 of 1,633,909 ranked researchers
- Rank in France
- #7,682 of 96,116
- Works
- 30
- Citations
- 227
- Citations per work
- 7.6
What does Gérard Biau research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence28% of their works
- 2Statistics and Probability20% of their works
- 3History and Philosophy of Science5% of their works
- 4Sociology and Political Science5% of their works
- 5General Social Sciences5% of their works
- 6Organizational Behavior and Human Resource Management5% of their works
Research topics
Which keywords describe Gérard Biau's research?
The keywords of their largest research topics: Deep Learning, Regularization, Variable Selection, Active Learning, Clustering, Education, Innovation and Machine Learning.
- Self-Organizing Maps
- Science
- Organizational Development
- Leadership
- Healthcare
- Sustainability
- Machine Learning
- Education
- Active Learning
- Regularization
- Deep Learning
- Variable Selection
- Clustering
- Innovation
- Mixture Models
- Big Data
- History
- Multicollinearity
- Regression Analysis
- 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 20 words, with their numbers
- Deep Learning52 topics
- Regularization51 topic
- Variable Selection51 topic
- Active Learning41 topic
- Clustering41 topic
- Education42 topics
- Innovation42 topics
- Machine Learning41 topic
- Mixture Models41 topic
- Sustainability42 topics
- Big Data21 topic
- Healthcare21 topic
- History21 topic
- Leadership21 topic
- Multicollinearity21 topic
- Organizational Development21 topic
- Regression Analysis21 topic
- Science21 topic
- Neural Networks11 topic
- Self-Organizing Maps11 topic
Where does Gérard Biau work?
Gérard Biau's main affiliation in the publication record is Sorbonne Université, France.
How many publications and citations does Gérard Biau have?
Science Explorer counts 30 works and 227 citations for Gérard Biau, ranking #147,617 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.
Other researchers named Gérard Biau
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