Comparing mining algorithms for predicting the severity of a reported bug A Lamkanfi, S Demeyer, QD Soetens, T Verdonck 2011 15th European Conference on Software Maintenance and Reengineering, 249-258, 2011 | 272 | 2011 |

Principal component analysis for data containing outliers and missing elements S Serneels, T Verdonck Computational Statistics & Data Analysis 52 (3), 1712-1727, 2008 | 163 | 2008 |

A deterministic algorithm for robust location and scatter M Hubert, PJ Rousseeuw, T Verdonck Journal of Computational and Graphical Statistics 21 (3), 618-637, 2012 | 131 | 2012 |

Robust PCA for skewed data and its outlier map M Hubert, P Rousseeuw, T Verdonck Computational Statistics & Data Analysis 53 (6), 2264-2274, 2009 | 131 | 2009 |

Robust sparse principal component analysis C Croux, P Filzmoser, H Fritz Technometrics 55 (2), 202-214, 2013 | 128 | 2013 |

Profit driven decision trees for churn prediction S Höppner, E Stripling, B Baesens, S vanden Broucke, T Verdonck European journal of operational research 284 (3), 920-933, 2020 | 80 | 2020 |

Sparse PCA for high-dimensional data with outliers M Hubert, T Reynkens, E Schmitt, T Verdonck Technometrics 58 (4), 424-434, 2016 | 57 | 2016 |

Sparse PCA for high-dimensional data with outliers M Hubert, T Reynkens, E Schmitt, T Verdonck Technometrics 58 (4), 424-434, 2016 | 57 | 2016 |

Robust kernel principal component analysis and classification M Debruyne, T Verdonck Advances in Data Analysis and Classification 4 (2-3), 151-167, 2010 | 57 | 2010 |

A robustification of the chain-ladder method T Verdonck, M Van Wouwe, J Dhaene North American Actuarial Journal 13 (2), 280-298, 2009 | 56 | 2009 |

Data engineering for fraud detection B Baesens, S Höppner, T Verdonck Decision Support Systems 150, 113492, 2021 | 54 | 2021 |

The minimum regularized covariance determinant estimator K Boudt, PJ Rousseeuw, S Vanduffel, T Verdonck Statistics and Computing 30 (1), 113-128, 2020 | 53 | 2020 |

The minimum regularized covariance determinant estimator K Boudt, PJ Rousseeuw, S Vanduffel, T Verdonck Statistics and Computing 30 (1), 113-128, 2020 | 53 | 2020 |

Optimal risk transfer under quantile-based risk measurers AV Asimit, AM Badescu, T Verdonck Insurance: Mathematics and Economics 53 (1), 252-265, 2013 | 53 | 2013 |

The influence of individual claims on the chain-ladder estimates: Analysis and diagnostic tool T Verdonck, M Debruyne Insurance: Mathematics and Economics 48 (1), 85-98, 2011 | 33 | 2011 |

A coskewness shrinkage approach for estimating the skewness of linear combinations of random variables K Boudt, D Cornilly, T Verdonck Journal of Financial Econometrics 18 (1), 1-23, 2020 | 32 | 2020 |

Principal component regression for data containing outliers and missing elements S Serneels, T Verdonck Computational statistics & data analysis 53 (11), 3855-3863, 2009 | 31 | 2009 |

Instance-dependent cost-sensitive learning for detecting transfer fraud S Höppner, B Baesens, W Verbeke, T Verdonck European Journal of Operational Research 297 (1), 291-300, 2022 | 26 | 2022 |

The DetS and DetMM estimators for multivariate location and scatter M Hubert, P Rousseeuw, D Vanpaemel, T Verdonck Computational Statistics & Data Analysis 81, 64-75, 2015 | 26 | 2015 |

Precision of power-law NHPP estimates for multiple systems with known failure rate scaling J Van Dyck, T Verdonck Reliability Engineering & System Safety 126, 143-152, 2014 | 23 | 2014 |