Peter Rousseeuw

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Mia HubertKU LeuvenVerified email at kuleuven.be
Leonard KaufmanRetired professor of Biostatistics, Vrije Universiteit BrusselVerified email at vub.ac.be
Christophe CrouxEdhec Business SchoolVerified email at edhec.edu
Elvezio RonchettiResearch Center for Statistics and Geneva School of Economics and Management, University of GenevaVerified email at unige.ch
Stefan Van AelstProfessor of statistics, KU Leuven, University of LeuvenVerified email at wis.kuleuven.be
Martin MächlerAdjunct Professor, ETH ZurichVerified email at stat.math.ethz.ch
Tim VerdonckProfessor Statistics and Data Science, UAntwerpVerified email at uantwerpen.be
Pieter SegaertUniversity of AntwerpVerified email at telenet.be
Lamine MiliVirginia TechVerified email at vt.edu
victor yohaiProfessor of Statistics, Universidad de Buenos aires y CONICETVerified email at dm.uba.ar
Jakob RaymaekersMaastricht UniversityVerified email at maastrichtuniversity.nl
Andreas ChristmannProfessor of Stochastics, University of BayreuthVerified email at uni-bayreuth.de
H.P. LopuhaäAssociate Professor in Statistics, Delft University of TechnologyVerified email at tudelft.nl
Gilbert BassettProfessor of Finance, University of Illinois at ChiacagoVerified email at uic.edu
Michiel DebruyneCredit Risk Modeling, DexiaVerified email at dexia.com
Erich SchubertProfessor of Data Mining, TU Dortmund UniversityVerified email at cs.tu-dortmund.de

Peter Rousseeuw

KU Leuven, Belgium

Verified email at rousseeuw.net

Cluster Analysis Data Mining Data Science Mathematics Statistics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Finding groups in data: an introduction to cluster analysis L Kaufman, PJ Rousseeuw John Wiley & Sons, 2009	21813	2009
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis PJ Rousseeuw Journal of Computational and Applied Mathematics 20, 53-65, 1987	14692	1987
Robust regression and outlier detection PJ Rousseeuw, AM Leroy Wiley, New York, 1987	11567*	1987
Robust statistics: the approach based on influence functions FR Hampel, EM Ronchetti, PJ Rousseeuw, WA Stahel John Wiley & Sons, 2011	8153	2011
Least median of squares regression PJ Rousseeuw Journal of the American statistical association 79 (388), 871-880, 1984	4910	1984
A fast algorithm for the minimum covariance determinant estimator PJ Rousseeuw, KV Driessen Technometrics 41 (3), 212-223, 1999	2905	1999
Cluster: cluster analysis basics and extensions M Maechler, P Rousseeuw, A Struyf, M Hubert, K Hornik R package, 2012	2874*	2012
Alternatives to the median absolute deviation PJ Rousseeuw, C Croux Journal of the American Statistical association 88 (424), 1273-1283, 1993	2224	1993
Clustering by means of medoids L Kaufman, P Rousseeuw Statistical Data Analysis Based on the L1-Norm and Related Methods, North …, 1987	2084	1987
Unmasking multivariate outliers and leverage points PJ Rousseeuw, BC van Zomeren Journal of the American Statistical Association 85 (411), 633-639, 1990	1937	1990
Multivariate estimation with high breakdown point PJ Rousseeuw Mathematical Statistics and Applications 8, 283-297, 1985	1416	1985
Robust regression by means of S-estimators P Rousseeuw, V Yohai Robust and nonlinear time series analysis, 256-272, 1984	1243	1984
ROBPCA: a new approach to robust principal component analysis M Hubert, PJ Rousseeuw, K Vanden Branden Technometrics 47 (1), 64-79, 2005	1050	2005
Computing LTS regression for large data sets PJ Rousseeuw, K Van Driessen Data mining and knowledge discovery 12 (1), 29-45, 2006	723	2006
The bagplot: a bivariate boxplot PJ Rousseeuw, I Ruts, JW Tukey The American Statistician 53 (4), 382-387, 1999	695	1999
Partitioning around medoids (program pam) L Kaufman, PJ Rousseeuw Finding groups in data: an introduction to cluster analysis 344, 68-125, 1990	646	1990
Robust statistics for outlier detection PJ Rousseeuw, M Hubert Wiley interdisciplinary reviews: Data mining and knowledge discovery 1 (1 …, 2011	608	2011
Breakdown points of affine equivariant estimators of multivariate location and covariance matrices HP Lopuhaa, PJ Rousseeuw The Annals of Statistics 19, 229-248, 1991	514	1991
Regression depth PJ Rousseeuw, M Hubert Journal of the American Statistical Association 94 (446), 388-402, 1999	478	1999
Robustbase: basic robust statistics PJ Rousseeuw, C Croux, V Todorov, A Ruckstuhl, M Salibian-Barrera, ... R package version 0.4-5, URL http://CRAN. R-project. org/package= robustbase, 2009	464*	2009

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