The elements of statistical learning: data mining, inference, and prediction T Hastie, R Tibshirani, J Friedman Springer Science & Business Media, 2009 | 55975 | 2009 |

Classification and regression trees L Breiman, J Friedman, CJ Stone, RA Olshen CRC press, 1984 | 49427 | 1984 |

Greedy function approximation: a gradient boosting machine JH Friedman Annals of statistics, 1189-1232, 2001 | 12643 | 2001 |

Regularization paths for generalized linear models via coordinate descent J Friedman, T Hastie, R Tibshirani Journal of statistical software 33 (1), 1, 2010 | 10079 | 2010 |

Multivariate adaptive regression splines JH Friedman The annals of statistics, 1-67, 1991 | 8663 | 1991 |

Additive logistic regression: a statistical view of boosting (with discussion and a rejoinder by the authors) J Friedman, T Hastie, R Tibshirani Annals of statistics 28 (2), 337-407, 2000 | 7615 | 2000 |

The elements of statistical learning J Friedman, T Hastie, R Tibshirani Springer series in statistics 1 (10), 2001 | 6484 | 2001 |

Structure, function and diversity of the healthy human microbiome C Huttenhower, D Gevers, R Knight, S Abubucker, JH Badger, ... nature 486 (7402), 207, 2012 | 6451 | 2012 |

Sparse inverse covariance estimation with the graphical lasso J Friedman, T Hastie, R Tibshirani Biostatistics 9 (3), 432-441, 2008 | 4539 | 2008 |

Observation of Top Quark Production in Collisions with the Collider Detector at Fermilab F Abe, H Akimoto, A Akopian, MG Albrow, SR Amendolia, D Amidei, ... Physical review letters 74 (14), 2626, 1995 | 4496 | 1995 |

Stochastic gradient boosting JH Friedman Computational statistics & data analysis 38 (4), 367-378, 2002 | 4458 | 2002 |

An algorithm for finding best matches in logarithmic expected time JH Friedman, JL Bentley, RA Finkel ACM Transactions on Mathematical Software (TOMS) 3 (3), 209-226, 1977 | 3576 | 1977 |

Projection pursuit regression JH Friedman, W Stuetzle Journal of the American statistical Association 76 (376), 817-823, 1981 | 2817 | 1981 |

Regularized discriminant analysis JH Friedman Journal of the American statistical association 84 (405), 165-175, 1989 | 2812 | 1989 |

A statistical view of some chemometrics regression tools LLE Frank, JH Friedman Technometrics 35 (2), 109-135, 1993 | 2635 | 1993 |

A projection pursuit algorithm for exploratory data analysis JH Friedman, JW Tukey IEEE Transactions on computers 100 (9), 881-890, 1974 | 2424 | 1974 |

Estimating optimal transformations for multiple regression and correlation L Breiman, JH Friedman Journal of the American statistical Association 80 (391), 580-598, 1985 | 2218 | 1985 |

Pathwise coordinate optimization J Friedman, T Hastie, H Höfling, R Tibshirani Annals of applied statistics 1 (2), 302-332, 2007 | 2120 | 2007 |

Macroscopic measurement of resonant magnetization tunneling in high-spin molecules JR Friedman, MP Sarachik, J Tejada, R Ziolo Physical review letters 76 (20), 3830, 1996 | 2097 | 1996 |

Evidence for top quark production in *p*¯*p* collisions at √*s* =1.8 TeVF Abe, MG Albrow, SR Amendolia, D Amidei, J Antos, C Anway-Wiese, ... Physical Review D 50 (5), 2966, 1994 | 1881 | 1994 |