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S

Stefan Van Aelst

KU Leuven

34H-index
196Paper Count
4.2KCitation Count
Published Papers 19
Publication Date
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Data-driven logistic regression ensembles with applications in genomics
errADVANCES IN DATA ANALYSIS AND CLASSIFICATION
IF1.3
err2025-11-01
err0
PREAI
errChristidis, Anthony-Alexander; Van Aelst, Stefan; Zamar, Ruben
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Diverse ensemble cost-sensitive logistic regression
errEuropean Journal of Operational Research
IF6
err2025-07-22
err0
PREAI
errBing Yang; Stefan Van Aelst; Tim Verdonck
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Robust Inference and Modeling of Mean and Dispersion for Generalized Linear Models
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2023-01-11
err2
errOAAI
errPonnet, Jolien; Segaert, Pieter; Van Aelst, Stefan; Verdonck, Tim
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RNA biomarkers from proximal liquid biopsy for diagnosis of ovarian cancer
errNEOPLASIA
IF7.7
err2022-02-01
err4
errOAAI
errHulstaert, Eva; Levanon, Keren; Morlion, Annelien; Van Aelst, Stefan; Christidis, Anthony-Alexander; Zamar, Ruben; Anckaert, Jasper; Verniers, Kimberly; Bahar-Shany, Keren; Sapoznik, Stay; Vandesompele, Jo; Mestdagh, Pieter
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Empirical analysis of the maximum asymptotic bias of location estimators for fuzzy number-valued data
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2019-10-01
err7
errOAAI
errSinova, Beatriz; Van Aelst, Stefan
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Advantages of M-estimators of location for fuzzy numbers based on Tukey's biweight loss function
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2018-02-01
err15
errOAAI
errSinova, Beatriz; Van Aelst, Stefan
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errSave
M-Estimates of Location for the Robust Central Tendency of Fuzzy Data
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2016-08-01
err16
errOAAI
errSinova, Beatriz; Angeles Gil, Maria; Van Aelst, Stefan
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A parameterized L2 metric between fuzzy numbers and its parameter interpretation
errFUZZY SETS AND SYSTEMS
IF2.7
err2014-06-01
err11
errOAAI
errSinova, Beatriz; Angeles Gil, Maria; Teresa Lopez, Maria; Van Aelst, Stefan
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A statistical basis for harmonization of thyroid stimulating hormone immunoassays using a robust factor analysis model
errCLINICAL CHEMISTRY AND LABORATORY MEDICINE
IF3.7
err2014-01-01
err27
errOAAI
errStockl, Dietmar; Van Uytfanghe, Katleen; Van Aelst, Stefan; Thienpont, Linda M.
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The median of a random fuzzy number. The 1-norm distance approach
errFUZZY SETS AND SYSTEMS
IF2.7
err2012-08-01
err64
errOAAI
errSinova, Beatriz; Angeles Gil, Maria; Colubi, Ana; Van Aelst, Stefan
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Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR
errNUCLEIC ACIDS RESEARCH
IF13.1
err2011-11-17
err43
errOAAI
errLievens, Antoon; Van Aelst, S.; Van den Bulcke, M.; Goetghebeur, E.
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Robust and Efficient One-Way MANOVA Tests
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2011-06-01
err32
errOAAI
errVan Aelst, Stefan; Willems, Gert
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errSave
PROPAGATION OF OUTLIERS IN MULTIVARIATE DATA
errANNALS OF STATISTICS
IF3.7
err2009-02-01
err107
errOAAI
errAlqallaf, Fatemah; Van Aelst, Stefan; Yohai, Victor J.; Zamar, Ruben H.
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Robust linear clustering
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2008-10-14
err41
errOAAI
errGarcia-Escudero, L. A.; Gordaliza, A.; San Martin, R.; Van Aelst, S.; Zamar, R.
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errSave
High-breakdown robust multivariate methods
errSTATISTICAL SCIENCE
IF3.4
err2008-02-01
err247
errOAAI
errHubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
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Robust linear model selection based on least angle regression
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2007-12-01
err132
PREAI
errKhan, Jafar A.; Van Aelst, Stefan; Zamar, Ruben H.
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Principal components analysis based on multivariate MM estimators with fast and robust bootstrap
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2006-09-01
err88
errOAAI
errSalibian-Barrera, Matias; Van Aelst, Stefan; Willems, Gert
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Nearest-neighbor variance estimation (NNVE): Robust covariance estimation via nearest-neighbor cleaning - Comment
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2002-12-01
err1
PREAI
errCroux, C; Van Aelst, S
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Regression depth - Rejoinder
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err1999-06-01
err10
PREAI
errRousseeuw, PJ; Van Aelst, S; Hubert, M
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Research Directions

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Co-authors
Cooperation Journals
J
Jo Vandesompele
H-index: 96 · Papers: 804
P
Peter J. Rousseeuw
H-index: 73 · Papers: 362
P
Pieter Mestdagh
H-index: 69 · Papers: 459
C
Christophe Croux
H-index: 54 · Papers: 397
M
Mia Hubert
H-index: 46 · Papers: 235
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