Peter J. Rousseeuw
Peter J. Rousseeuw publishes mostly in Statistics and Probability, Statistics, Probability and Uncertainty and Artificial Intelligence, on topics such as Advanced Statistical Methods and Models, Advanced Statistical Process Monitoring and Statistical Methods and Inference.
- World rank
- #6,084 of 1,633,909 ranked researchers
- Rank in Belgium
- #49 of 18,604
- Works
- 67
- Citations
- 1.8k
- Citations per work
- 26.7
What does Peter J. Rousseeuw research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability38% of their works
- 2Statistics, Probability and Uncertainty17% of their works
- 3Artificial Intelligence8% of their works
- 4Control and Systems Engineering6% of their works
- 5Computer Vision and Pattern Recognition5% of their works
- 6Molecular Biology2% of their works
Research topics
Which keywords describe Peter J. Rousseeuw's research?
The keywords of their largest research topics: Principal Component Analysis, Multicollinearity, Regression Analysis, Healthcare Improvement, Statistical Process Control, Model Selection, Variable Selection and Lasso.
- Parameter Estimation
- Near-Infrared Spectroscopy
- Hyperparameter Optimization
- Fault Detection
- Dimensionality Reduction
- Lasso
- Model Selection
- Healthcare Improvement
- Multicollinearity
- Principal Component Analysis
- Regression Analysis
- Statistical Process Control
- Variable Selection
- Regularization
- Face Recognition
- Process Monitoring
- Multivariate Calibration
- Noisy Labels
- System Identification
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 19 words, with their numbers
- Principal Component Analysis272 topics
- Multicollinearity251 topic
- Regression Analysis251 topic
- Healthcare Improvement131 topic
- Statistical Process Control131 topic
- Model Selection122 topics
- Variable Selection122 topics
- Lasso101 topic
- Regularization101 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Fault Detection41 topic
- Process Monitoring41 topic
- Hyperparameter Optimization21 topic
- Multivariate Calibration21 topic
- Near-Infrared Spectroscopy21 topic
- Noisy Labels21 topic
- Parameter Estimation21 topic
- System Identification21 topic
Where does Peter J. Rousseeuw work?
Peter J. Rousseeuw's main affiliation in the publication record is University of Antwerp, Belgium.
How many publications and citations does Peter J. Rousseeuw have?
Science Explorer counts 67 works and 1,792 citations for Peter J. Rousseeuw, ranking #6,084 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.