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Leo Breiman

Active 1957–2019

60
Papers
214,966
Citations
43
h-index
50
i10-index

Citations

Citations per year for Leo Breiman1968: 3 citations1969: 7 citations1970: 2 citations1971: 5 citations1972: 4 citations1973: 6 citations1974: 3 citations1975: 6 citations1976: 4 citations1977: 4 citations1978: 5 citations1979: 3 citations1980: 12 citations1981: 8 citations1982: 2 citations1983: 7 citations1984: 8 citations1985: 19 citations1986: 26 citations1987: 31 citations1988: 52 citations1989: 85 citations1990: 104 citations1991: 142 citations1992: 134 citations1993: 184 citations1994: 230 citations1995: 307 citations1996: 398 citations1997: 491 citations1998: 519 citations1999: 612 citations2000: 624 citations2001: 662 citations2002: 919 citations2003: 1,131 citations2004: 1,259 citations2005: 1,424 citations2006: 1,683 citations2007: 1,692 citations2008: 1,891 citations2009: 2,267 citations2010: 2,266 citations2011: 2,533 citations2012: 2,765 citations2013: 2,963 citations2014: 3,451 citations2015: 4,058 citations2016: 4,130 citations2017: 4,438 citations2018: 5,237 citations2019: 7,462 citations2020: 8,214 citations2021: 8,025 citations2022: 6,219 citations2023: 5,485 citations2024: 6,192 citations2025: 4,468 citations2026: 1,270 citations2027: 9 citations

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 20,924 citing papers, 19.6% of this breakdownChina: 13,633 citing papers, 12.7% of this breakdownUnited Kingdom: 6,089 citing papers, 5.7% of this breakdownGermany: 5,616 citing papers, 5.2% of this breakdownItaly: 3,731 citing papers, 3.5% of this breakdownCanada: 3,628 citing papers, 3.4% of this breakdownFrance: 3,597 citing papers, 3.4% of this breakdownSpain: 3,384 citing papers, 3.2% of this breakdownIndia: 3,374 citing papers, 3.2% of this breakdownAustralia: 3,149 citing papers, 2.9% of this breakdownJapan: 2,471 citing papers, 2.3% of this breakdownSouth Korea: 2,175 citing papers, 2% of this breakdown
0%19.6%Other 32.9%

Institutions

Fields

  • Computer Science43.4%
  • Engineering10%
  • Medicine9.9%
  • Environmental Science8.7%
  • Biochemistry, Genetics and Molecular Biology7.6%
  • Mathematics2.4%
  • Other18%

Topics

  • Machine Learning and Data Classification2.3%
  • Imbalanced Data Classification Techniques2%
  • Neural Networks and Applications1.8%
  • Data Mining Algorithms and Applications1.7%
  • Face and Expression Recognition1.6%
  • Anomaly Detection Techniques and Applications1.6%
  • Other89%

Coauthors

All papers

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  1. Random Forests

    Authors: Leo Breiman - Machine Learning, Mach. Learn. 2001 cited by 126,192

  2. Classification and Regression Trees

    Authors: Leo Breiman, J. H. Friedman, Richard A. Olshen, C. J. Stone - WA 1984 cited by 6,554

  3. Bagging Predictors

    Authors: Leo Breiman - Machine Learning, Mach. Learn. 1996 cited by 16,973

  4. Classification and Regression Trees.

    Authors: Alexander Gordon, Leo Breiman, Jerome H. Friedman, Richard A. Olshen, C. J. Stone - Biometrics 1984 cited by 23,899

  5. Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)

    Authors: Leo Breiman - Statistical Science 2001 cited by 4,272

  6. Stacked Regressions

    Authors: Leo Breiman - Machine Learning, Mach. Learn. 1996 cited by 1,171

  7. randomForest: Breiman and Cutlers Random Forests for Classification and Regression

    Authors: Leo Breiman, Adele Cutler, Andy Liaw, Matthew C. Wiener - CRAN: Contributed Packages 2002 cited by 352

  8. Estimating Optimal Transformations for Multiple Regression and Correlation

    Authors: Leo Breiman, Jerome H. Friedman - Journal of the American Statistical Association 1985 cited by 1,598

  9. Submodel Selection and Evaluation in Regression. The X-Random Case

    Authors: Leo Breiman, Philip C. Spector - International Statistical Review 1992 cited by 678

  10. Arcing classifier (with discussion and a rejoinder by the author)

    Authors: Leo Breiman - The Annals of Statistics 1998 cited by 1,105

  11. Predicting Multivariate Responses in Multiple Linear Regression

    Authors: Leo Breiman, Jerome H. Friedman - Journal of the Royal Statistical Society Series B (Statistical Methodology) 1997 cited by 549

  12. Heuristics of instability and stabilization in model selection

    Authors: Leo Breiman - The Annals of Statistics 1996 cited by 1,160

  13. Classification and Regression Trees.

    Authors: John Van Ryzin, Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone - Journal of the American Statistical Association 1986 cited by 21,048

  14. Pasting Small Votes for Classification in Large Databases and On-Line

    Authors: Leo Breiman - Machine Learning, Mach. Learn. 1999 cited by 314

  15. Prediction Games and Arcing Algorithms

    Authors: Leo Breiman - Neural Computation, Neural Comput. 1999 cited by 546

  16. The Capacities of Certain Channel Classes Under Random Coding

    Authors: David Blackwell, Leo Breiman, A. J. Thomasian - The Annals of Mathematical Statistics 1960 cited by 314

  17. Statistical modeling: The two cultures

    Authors: Leo Breiman - http://math.berkeley.edu/~lekheng/courses/191/breiman.pdf 2001 cited by 1,345

  18. Archetypal Analysis

    Authors: Adele Cutler, Leo Breiman - Technometrics 1994 cited by 441

  19. Using Iterated Bagging to Debias Regressions

    Authors: Leo Breiman - Machine Learning, Mach. Learn. 2001 cited by 311

  20. Variable Kernel Estimates of Multivariate Densities

    Authors: Leo Breiman, William S. Meisel, Edward M. Purcell - Technometrics 1977 cited by 474

  21. The Capacity of a Class of Channels

    Authors: David Blackwell, Leo Breiman, A. J. Thomasian - The Annals of Mathematical Statistics 1959 cited by 341

  22. Randomizing Outputs to Increase Prediction Accuracy

    Authors: Leo Breiman - Machine Learning, Mach. Learn. 2000 cited by 274

  23. Waveform Database Generator (Version 1)

    Authors: Leo Breiman, C. J. Stone - 1984 cited by 9

  24. Hinging hyperplanes for regression, classification, and function approximation

    Authors: Leo Breiman - IEEE Transactions on Information Theory, IEEE Trans. Inf. Theory 1993 cited by 443