A framework for parameter estimation and model selection in kernel deep stacking networks. - Thomas Welchowski; Matthias Schmid (Artif. Intell. Medicine, 2016)

A classification tree approach for the modeling of competing risks in discrete time. - Moritz Berger; Thomas Welchowski; Steffen Schmitz-Valckenberg; Matthias Schmid (Adv. Data Anal. Classif., 2019)

Sparse kernel deep stacking networks. - Thomas Welchowski; Matthias Schmid (Comput. Stat., 2019)

Discrete-time survival forests with Hellinger distance decision trees. - Matthias Schmid; Thomas Welchowski; Marvin N. Wright; Moritz Berger (Data Min. Knowl. Discov., 2020)

RefCurv: A software for the construction of pediatric reference curves. - Christian Winkler; Katharina Linden; Andreas Mayr; Thomas Schultz 001; Thomas Welchowski; Johannes Breuer; Ulrike Herberg (Softw. Impacts, 2020)

Benchmark of filter methods for feature selection in high-dimensional gene expression survival data. - Andrea Bommert; Thomas Welchowski; Matthias Schmid; Jörg Rahnenführer (Briefings Bioinform., 2022)

Interaction Difference Hypothesis Test for Prediction Models. - Thomas Welchowski; Dominic Edelmann (Mach. Learn. Knowl. Extr., 2024)