Gerda Claeskens

24 papers B 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Asymptotic post-selection inference for regularized graphical models.
Stat. Comput.
Sofia Guglielmini, Gerda Claeskens
2025 J jnl
Instance-dependent cost-sensitive parametric learning.
Neurocomputing
Jorge C.-Rella, Gerda Claeskens, Ricardo Cao, Juan Manuel Vilar
2025 J jnl
Machine learning in an expectation-maximisation framework for nowcasting.
CoRR
Paul Wilsens, Katrien Antonio, Gerda Claeskens
2025 J jnl
Reducing the dimensionality and granularity in hierarchical categorical variables.
Adv. Data Anal. Classif.
Paul Wilsens, Katrien Antonio, Gerda Claeskens
2023 J jnl
Linear Manifold Modeling and Graph Estimation based on Multivariate Functional Data with Different Coarseness Scales.
J. Comput. Graph. Stat.
Eugen Pircalabelu, Gerda Claeskens
2020 J jnl
Community-Based Group Graphical Lasso.
J. Mach. Learn. Res.
Eugen Pircalabelu, Gerda Claeskens
2017 J jnl
Copula directed acyclic graphs.
Stat. Comput.
Eugen Pircalabelu, Gerda Claeskens, Irène Gijbels
2017 J jnl
Fixed effects testing in high-dimensional linear mixed models.
CoRR
Jelena Bradic, Gerda Claeskens, Thomas Gueuning
2017 J jnl
Time to default in credit scoring using survival analysis: a benchmark study.
J. Oper. Res. Soc.
Lore Dirick, Gerda Claeskens, Bart Baesens
2016 J jnl
Confidence intervals for high-dimensional partially linear single-index models.
J. Multivar. Anal.
Thomas Gueuning, Gerda Claeskens
2016 J jnl
Focused model selection for social networks.
Soc. Networks
Eugen Pircalabelu, Gerda Claeskens
2016 J jnl
Predicting time-to-churn of prepaid mobile telephone customers using social network analysis.
J. Oper. Res. Soc.
Aimée Backiel, Bart Baesens, Gerda Claeskens
2015 J jnl
A focused information criterion for graphical models.
Stat. Comput.
Eugen Pircalabelu, Gerda Claeskens, Lourens J. Waldorp
2015 J jnl
An Akaike information criterion for multiple event mixture cure models.
Eur. J. Oper. Res.
Lore Dirick, Gerda Claeskens, Bart Baesens
2015 B conf
Combining Local and Social Network Classifiers to Improve Churn Prediction.
ASONAM
Aimée Backiel, Yannick Verbinnen, Bart Baesens, Gerda Claeskens
2014 — conf
Mining Telecommunication Networks to Enhance Customer Lifetime Predictions.
ICAISC (2)
Aimée Backiel, Bart Baesens, Gerda Claeskens
2014 J jnl
Special issue on Model Selection and High Dimensional Data Reduction.
Comput. Stat. Data Anal.
S. Ejaz Ahmed, Gerda Claeskens, Hidetoshi Shimodaira, Stefan Van Aelst
2012 J jnl
Phase and amplitude-based clustering for functional data.
Comput. Stat. Data Anal.
Leen Slaets, Gerda Claeskens, Mia Hubert
2011 — ch.
Cramér-Rao Inequality.
International Encyclopedia of Statistical Science
Maarten Jansen, Gerda Claeskens
2011 — ch.
Model Selection.
International Encyclopedia of Statistical Science
Walter Zucchini, Gerda Claeskens, Georges Nguefack-Tsague
2011 — ch.
Nonparametric Estimation.
International Encyclopedia of Statistical Science
Maarten Jansen, Gerda Claeskens
2010 J jnl
Order selection tests with multiply imputed data.
Comput. Stat. Data Anal.
Fabrizio Consentino, Gerda Claeskens
2008 J jnl
An Information Criterion for Variable Selection in Support Vector Machines.
J. Mach. Learn. Res.
Gerda Claeskens, Christophe Croux, Johan Van Kerckhoven
1998 — conf
Analysis of Clustered Multivariate Data from Developmental Toxicity Studies.
COMPSTAT
Geert Molenberghs, Helena Geys, Lieven Declerck, Gerda Claeskens, Marc Aerts