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Researcher · University of California, Berkeley · United States

Leo Breiman

Leo Breiman publishes mostly in Artificial Intelligence, Statistics and Probability and Control and Systems Engineering, on topics such as Advanced Statistical Methods and Models, Neural Networks and Applications and Data Mining Algorithms and Applications.

OpenAlex
World rank
#49,367
of 7,710,434 ranked researchers
Rank in United States
#19,051
of 1,627,098
Works
148
Citations
243k
Citations per work
1641.0
h-index
57
i10-index 88Top 0.6% in Artificial Intelligence
Leo Breiman

What does Leo Breiman research?

Leo Breiman's work is mostly in Computer Science (31%), Mathematics (21%), Engineering (6%).

Physical Sciences: 85 works · 57.4% of their workComputer Science: 46 works · 31.2% of their workArtificial Intelligence: 34 works · 23.0% of their workComputational Theory and Mathematics: 7 works · 4.4% of their workInformation Systems: 6 works · 3.8% of their workMathematics: 30 works · 20.6% of their workStatistics and Probability: 30 works · 20.6% of their workEngineering: 8 works · 5.6% of their workControl and Systems Engineering: 8 works · 5.6% of their workEverything else: 57 works · 38.8% of their workSocial Sciences: 6 works · 3.8% of their workDecision Sciences: 6 works · 3.8% of their workManagement Science and Operations Research: 6 works · 3.8% of their workTHEIR WORKLeo Breiman148works
Physical Sciences57%Social Sciences4%

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. Computer Science4631.2%
    2. Mathematics3020.6%
    3. Engineering85.6%
  2. Everything else5738.8%
    1. Decision Sciences63.8%
  1. 1Artificial Intelligence23% of their works
  2. 2Statistics and Probability21% of their works
  3. 3Control and Systems Engineering6% of their works
  4. 4Computational Theory and Mathematics4% of their works
  5. 5Information Systems4% of their works
  6. 6Management Science and Operations Research4% of their works

Research topics

Which keywords describe Leo Breiman's research?

The keywords of their largest research topics: Multicollinearity, Regression Analysis, Model Selection, Neural Networks, Self-Organizing Maps, Data Mining, Frequent Patterns and Hyperparameter Optimization.

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 17 words, with their numbers
  1. Multicollinearity311 topic
  2. Regression Analysis311 topic
  3. Model Selection212 topics
  4. Neural Networks201 topic
  5. Self-Organizing Maps201 topic
  6. Data Mining131 topic
  7. Frequent Patterns131 topic
  8. Hyperparameter Optimization121 topic
  9. Noisy Labels121 topic
  10. Regularization121 topic
  11. Variable Selection121 topic
  12. Data Science91 topic
  13. Parameter Estimation91 topic
  14. Statistics Anxiety91 topic
  15. System Identification91 topic
  16. Bayesian Networks81 topic
  17. Causal Inference81 topic

Where does Leo Breiman work?

Leo Breiman's main affiliation in the publication record is University of California, Berkeley, United States.

How many publications and citations does Leo Breiman have?

OpenAlex counts 148 works and 242,875 citations for Leo Breiman, an h-index of 57, ranking #49,367 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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