Peter Rousseeuw

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Leonard KaufmanRetired professor of Biostatistics, Vrije Universiteit BrusselVerified email at vub.be
Mia HubertProfessor of Statistics, KU LeuvenVerified email at kuleuven.be
Christophe CrouxKU Leuven - Faculty of Economics and BusinessVerified email at kuleuven.be
Elvezio RonchettiResearch Center for Statistics and Geneva School of Economics and Management, University of GenevaVerified email at unige.ch
Martin MächlerAdjunct Professor, ETH ZurichVerified email at stat.math.ethz.ch
Stefan Van AelstProfessor of statistics, KU Leuven, University of LeuvenVerified email at wis.kuleuven.be
Tim VerdonckProfessor Statistics and Data Science, UAntwerpVerified email at uantwerpen.be
Jakob RaymaekersMaastricht UniversityVerified email at maastrichtuniversity.nl
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
Andreas ChristmannProfessor of Stochastics and Machine Learning, University of BayreuthVerified email at uni-bayreuth.de
H.P. LopuhaäAssociate Professor in Statistics, Delft University of TechnologyVerified email at tudelft.nl
Erich SchubertProfessor of Data Mining, TU Dortmund UniversityVerified email at cs.tu-dortmund.de
Gilbert BassettProfessor of Finance, University of Illinois at ChiacagoVerified email at uic.edu
Michiel DebruyneCredit Risk Modeling, DexiaVerified email at dexia.com
Marco RianiUniversity of ParmaVerified email at unipr.it

Peter Rousseeuw

KU Leuven, Belgium

Verified email at rousseeuw.net

Cluster Analysis Data Mining Data Science Mathematics Statistics


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Finding groups in data: an introduction to cluster analysis L Kaufman, PJ Rousseeuw John Wiley & Sons, 2009	24160	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	18790	1987
Robust regression and outlier detection PJ Rousseeuw, AM Leroy Wiley, New York, 1987	12473*	1987
Robust statistics: the approach based on influence functions FR Hampel, EM Ronchetti, PJ Rousseeuw, WA Stahel Wiley, 1986	8989*	1986
Least median of squares regression PJ Rousseeuw Journal of the American statistical association 79 (388), 871-880, 1984	5317	1984
Cluster: cluster analysis basics and extensions M Maechler, P Rousseeuw, A Struyf, M Hubert, K Hornik R package, 2012	3578*	2012
A fast algorithm for the minimum covariance determinant estimator PJ Rousseeuw, KV Driessen Technometrics 41 (3), 212-223, 1999	3299	1999
Alternatives to the median absolute deviation PJ Rousseeuw, C Croux Journal of the American Statistical association 88 (424), 1273-1283, 1993	2559	1993
Clustering by means of medoids L Kaufman, P Rousseeuw Statistical Data Analysis Based on the L1-Norm and Related Methods, North …, 1987	2339	1987
Unmasking multivariate outliers and leverage points PJ Rousseeuw, BC van Zomeren Journal of the American Statistical Association 85 (411), 633-639, 1990	2077	1990
Multivariate estimation with high breakdown point PJ Rousseeuw Mathematical Statistics and Applications, 283-297, 1985	1557	1985
Robust regression by means of S-estimators P Rousseeuw, V Yohai Robust and Nonlinear Time Series Analysis: Proceedings of a Workshop …, 1984	1400	1984
ROBPCA: a New Approach to Robust Principal Components M Hubert, PJ Rousseeuw, KV Branden Technometrics, 2005	1175	2005
Partitioning around medoids (program pam) L Kaufman Finding groups in data 344, 68-125, 1990	904	1990
Robust statistics for outlier detection PJ Rousseeuw, M Hubert Wiley interdisciplinary reviews: Data mining and knowledge discovery 1 (1 …, 2011	823	2011
Computing LTS regression for large data sets PJ Rousseeuw, K Van Driessen Data mining and knowledge discovery 12, 29-45, 2006	793	2006
The bagplot: a bivariate boxplot PJ Rousseeuw, I Ruts, JW Tukey The American Statistician 53 (4), 382-387, 1999	772	1999
Breakdown points of affine equivariant estimators of multivariate location and covariance matrices HP Lopuhaa, PJ Rousseeuw The Annals of Statistics 19, 229-248, 1991	562	1991
Regression depth PJ Rousseeuw, M Hubert Journal of the American Statistical Association 94 (446), 388-402, 1999	528	1999
Clustering in an object-oriented environment A Struyf, M Hubert, P Rousseeuw Journal of Statistical Software 1, 1-30, 1997	467	1997

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