Stefan Van Aelst - Publications, H-index & Citations

Stefan Van Aelst

KU Leuven

34H指数

196论文数

4.2K被引数

收录论文 19

发表时间

Data-driven logistic regression ensembles with applications in genomics 数据驱动的逻辑回归集成及其在基因组学中的应用

ADVANCES IN DATA ANALYSIS AND CLASSIFICATION

IF1.3

2025-11-01

PREAI

Christidis, Anthony-Alexander; Van Aelst, Stefan; Zamar, Ruben

Diverse ensemble cost-sensitive logistic regression 多样集成代价敏感逻辑回归

European Journal of Operational Research

IF6

2025-07-22

PREAI

Bing Yang; Stefan Van Aelst; Tim Verdonck

Robust Inference and Modeling of Mean and Dispersion for Generalized Linear Models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2023-01-11

OAAI

Ponnet, Jolien; Segaert, Pieter; Van Aelst, Stefan; Verdonck, Tim

RNA biomarkers from proximal liquid biopsy for diagnosis of ovarian cancer 来自近端液体活检的RNA生物标志物用于卵巢癌的诊断

NEOPLASIA

IF7.7

2022-02-01

OAAI

Hulstaert, 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

Empirical analysis of the maximum asymptotic bias of location estimators for fuzzy number-valued data 模糊数值数据位置估计的最大渐近偏差的经验分析

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2019-10-01

OAAI

Sinova, Beatriz; Van Aelst, Stefan

Advantages of M-estimators of location for fuzzy numbers based on Tukey's biweight loss function

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2018-02-01

OAAI

Sinova, Beatriz; Van Aelst, Stefan

M-Estimates of Location for the Robust Central Tendency of Fuzzy Data

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2016-08-01

OAAI

Sinova, Beatriz; Angeles Gil, Maria; Van Aelst, Stefan

A parameterized L2 metric between fuzzy numbers and its parameter interpretation

FUZZY SETS AND SYSTEMS

IF2.7

2014-06-01

OAAI

Sinova, Beatriz; Angeles Gil, Maria; Teresa Lopez, Maria; Van Aelst, Stefan

A statistical basis for harmonization of thyroid stimulating hormone immunoassays using a robust factor analysis model

CLINICAL CHEMISTRY AND LABORATORY MEDICINE

IF3.7

2014-01-01

OAAI

Stockl, Dietmar; Van Uytfanghe, Katleen; Van Aelst, Stefan; Thienpont, Linda M.

The median of a random fuzzy number. The 1-norm distance approach

FUZZY SETS AND SYSTEMS

IF2.7

2012-08-01

OAAI

Sinova, Beatriz; Angeles Gil, Maria; Colubi, Ana; Van Aelst, Stefan

Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR

NUCLEIC ACIDS RESEARCH

IF13.1

2011-11-17

OAAI

Lievens, Antoon; Van Aelst, S.; Van den Bulcke, M.; Goetghebeur, E.

Robust and Efficient One-Way MANOVA Tests

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2011-06-01

OAAI

Van Aelst, Stefan; Willems, Gert

PROPAGATION OF OUTLIERS IN MULTIVARIATE DATA

ANNALS OF STATISTICS

IF3.7

2009-02-01

107

OAAI

Alqallaf, Fatemah; Van Aelst, Stefan; Yohai, Victor J.; Zamar, Ruben H.

Robust linear clustering

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2008-10-14

OAAI

Garcia-Escudero, L. A.; Gordaliza, A.; San Martin, R.; Van Aelst, S.; Zamar, R.

High-breakdown robust multivariate methods

STATISTICAL SCIENCE

IF3.4

2008-02-01

247

OAAI

Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan

Robust linear model selection based on least angle regression

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2007-12-01

132

PREAI

Khan, Jafar A.; Van Aelst, Stefan; Zamar, Ruben H.

Principal components analysis based on multivariate MM estimators with fast and robust bootstrap

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2006-09-01

OAAI

Salibian-Barrera, Matias; Van Aelst, Stefan; Willems, Gert

Nearest-neighbor variance estimation (NNVE): Robust covariance estimation via nearest-neighbor cleaning - Comment

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2002-12-01

PREAI

Croux, C; Van Aelst, S

Regression depth - Rejoinder

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

1999-06-01

PREAI

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

研究方向