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Researcher · University of Antwerp · Belgium

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.

ORCID 0000-0002-3807-5353 OpenAlex
World rank
#113,476
of 7,710,434 ranked researchers
Rank in Belgium
#758
of 67,186
Works
367
Citations
84k
Citations per work
229.8
h-index
75
i10-index 179Top 0.7% in Statistics and Probability
Peter J. Rousseeuw

What does Peter J. Rousseeuw research?

Peter J. Rousseeuw's work is mostly in Mathematics (39%), Decision Sciences (14%), Computer Science (12%).

Physical Sciences: 217 works · 59.0% of their workMathematics: 143 works · 39.0% of their workStatistics and Probability: 143 works · 39.0% of their workComputer Science: 43 works · 11.6% of their workArtificial Intelligence: 27 works · 7.4% of their workComputer Vision and Pattern Recognition: 15 works · 4.2% of their workChemistry: 15 works · 4.2% of their workAnalytical Chemistry: 15 works · 4.2% of their workEngineering: 15 works · 4.2% of their workControl and Systems Engineering: 15 works · 4.2% of their workEverything else: 99 works · 27.0% of their workSocial Sciences: 51 works · 14.0% of their workDecision Sciences: 51 works · 14.0% of their workStatistics, Probability and Uncertainty: 51 works · 14.0% of their workTHEIR WORKPeter J.Rousseeuw367works
Physical Sciences59%Social Sciences14%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Mathematics14339.0%
    2. Computer Science4311.6%
    3. Chemistry154.2%
    4. Engineering154.2%
  2. Everything else9927.0%
    1. Decision Sciences5114.0%
  1. 1Statistics and Probability39% of their works
  2. 2Statistics, Probability and Uncertainty14% of their works
  3. 3Artificial Intelligence7% of their works
  4. 4Control and Systems Engineering4% of their works
  5. 5Computer Vision and Pattern Recognition4% of their works
  6. 6Analytical Chemistry4% 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, Variable Selection, Healthcare Improvement, Statistical Process Control, High-Dimensional Data and Lasso.

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
  1. Principal Component Analysis2362 topics
  2. Multicollinearity2021 topic
  3. Regression Analysis2021 topic
  4. Variable Selection1152 topics
  5. Healthcare Improvement1081 topic
  6. Statistical Process Control1081 topic
  7. High-Dimensional Data972 topics
  8. Lasso811 topic
  9. Regularization811 topic
  10. Multivariate Calibration341 topic
  11. Near-Infrared Spectroscopy341 topic
  12. Fault Detection201 topic
  13. Process Monitoring201 topic
  14. Clustering Algorithms161 topic
  15. K-means161 topic
  16. Singular Spectrum Analysis131 topic
  17. Total Least Squares131 topic
  18. Dimensionality Reduction121 topic
  19. Face Recognition121 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?

OpenAlex counts 367 works and 84,323 citations for Peter J. Rousseeuw, an h-index of 75, ranking #113,476 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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