27 citations · 44 across the 5 of their papers we have counts for
5 papers
Robust Identification of Target Genes and Outliers in Triple-negative Breast Cancer Data
Pieter Segaert, Marta B. Lopes, Sandra Casimiro +2
Correct classification of breast cancer sub-types is of high importance as it directly affects the therapeutic options. We focus on triple-negative breast cancer (TNBC) which has t…
Multivariate Constrained Robust M-Regression for Shaping Forward Curves in Electricity Markets
Peter Leoni, Pieter Segaert, Sven Serneels +1
In this paper, a multivariate constrained robust M-regression (MCRM) method is developed to estimate shaping coefficients for electricity forward prices. An important benefit of th…
Analysis of travel activity determinants using robust statistics
Václav Plevka, Pieter Segaert, Chris M. J. Tampère +1
This study investigates travel behavior determinants based on a multiday travel survey conducted in the region of Ghent, Belgium. Due to the limited data reliability of the data sa…
Robust bootstrap procedures for the chain-ladder method
Kris Peremans, Pieter Segaert, Stefan Van Aelst +1
Insurers are faced with the challenge of estimating the future reserves needed to handle historic and outstanding claims that are not fully settled. A well-known and widely used te…
Finding Outliers in Surface Data and Video
Mia Hubert, Jakob Raymaekers, Peter J. Rousseeuw +1
Surface, image and video data can be considered as functional data with a bivariate domain. To detect outlying surfaces or images, a new method is proposed based on the mean and th…