Peter J. Rousseeuw - Publications, H-index & Citations

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Peter J. Rousseeuw

ku leuven

73H-index

362Paper Count

8.4WCitation Count

Published Papers 27

Publication Date

Robust Principal Components by Casewise and Cellwise Weighting

Technometrics

IF2.5

2026-07-03

OAAI

Centofanti, Fabio; Hubert, Mia; Rousseeuw, Peter J.

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Explainable Linear and Generalized Linear Models by the Predictions Plot

AMERICAN STATISTICIAN

IF0

2025-09-01

PREAI

Rousseeuw, Peter J.

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Robust discriminant analysis

WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS

IF5.4

2024-09-25

PREAI

Hubert, Mia; Raymaekers, Jakob; Rousseeuw, Peter J.

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Fast linear model trees by PILOT

MACHINE LEARNING

IF2.9

2024-07-08

OAAI

Raymaekers, Jakob; Rousseeuw, Peter J.; Verdonck, Tim; Yao, Ruicong

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The Cellwise Minimum Covariance Determinant Estimator

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2023-11-22

OAAI

Raymaekers, Jakob; Rousseeuw, Peter J.

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Fast and eager k-medoids clustering: O(k) runtime improvement of the PAM, CLARA, and CLARANS algorithms

enterprise information systems

IF3.4

2021-11-01

102

OAAI

Schubert, Erich; Rousseeuw, Peter J.

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Transforming variables to central normality

MACHINE LEARNING

IF2.9

2021-03-21

OAAI

Raymaekers, Jakob; Rousseeuw, Peter J.

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Real-time discriminant analysis in the presence of label and measurement noise

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2021-01-01

OAAI

Vranckx, Iwein; Raymaekers, Jakob; De Ketelaere, Bart; Rousseeuw, Peter J.; Hubert, Mia

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Real-time outlier detection for large datasets by RT-DetMCD

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2020-04-01

OAAI

De Ketelaere, Bart; Hubert, Mia; Raymaekers, Jakob; Rousseeuw, Peter J.; Vranckx, Iwein

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Comparing Reverse Complementary Genomic Words Based on Their Distance Distributions and Frequencies

INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES

IF3.9

2017-12-06

PREAI

Tavares, Ana Helena; Raymaekers, Jakob; Rousseeuw, Peter J.; Silva, Raquel M.; Bastos, Carlos A. C.; Pinho, Armando; Brito, Paula; Afreixo, Vera

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Anomaly detection by robust statistics

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2017-11-23

175

OAAI

Rousseeuw, Peter J.; Hubert, Mia

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Robust multilevel simultaneous component analysis

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2013-11-01

PREAI

Ceulemans, Eva; Hubert, Mia; Rousseeuw, Peter

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Robust statistics for outlier detection

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2011-01-06

565

PREAI

Rousseeuw, Peter J.; Hubert, Mia

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Robustness and outlier detection in chemometrics

CRITICAL REVIEWS IN ANALYTICAL CHEMISTRY

IF5.2

2006-12-01

116

PREAI

Rousseeuw, Peter J.; Debruyne, Michiel; Engelen, Sanne; Hubert, Mia

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Location-scale depth - Comment

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2004-12-01

PREAI

Hubert, M; Rousseeuw, PJ; Branden, KV

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Computing packet loss probabilities in multiplexer models using rational approximation

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2003-05-01

OAAI

Cuyt, A; Lenin, RB; Willems, G; Blondia, C; Rousseeuw, P

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A fast method for robust principal components with applications to chemometrics

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2002-01-01

203

PREAI

Hubert, M; Rousseeuw, PJ; Verboven, S

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Regression depth - Rejoinder

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

1999-06-01

PREAI

Rousseeuw, PJ; Van Aelst, S; Hubert, M

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Regression depth

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

1999-06-01

218

PREAI

Rousseeuw, PJ; Hubert, M

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Epidemiologic and phenomenological aspects of post-traumatic stress disorder: DSM-III-R diagnosis and diagnostic criteria not validated

PSYCHIATRY RESEARCH

IF3.9

1998-11-01

PREAI

Maes, M; Delmeire, L; Schotte, C; Janca, A; Creten, T; Mylle, J; Struyf, A; Pison, G; Rousseeuw, PJ

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Research Directions