Interpretable ensembles of local models for safety-related applications. - Sebastian Nusser; Clemens Otte; Werner Hauptmann (ESANN, 2008)

Multi-Class Extension of Verifiable Ensemble Models for Safety-Related Applications. - Sebastian Nusser; Clemens Otte; Werner Hauptmann (GfKl, 2008)

An EM-Based Piecewise Linear Regression Algorithm. - Sebastian Nusser; Clemens Otte; Werner Hauptmann (HAIS, 2008)

Maschinelles Lernen von validierbaren Klassifikatoren zur autonomen Steuerung sicherheitsrelevanter Systeme (Machine Learning of Verifiable Classifiers for Autonomous Control of Safety-related Systems). - Sebastian Nusser; Clemens Otte; Werner Hauptmann; Oskar Leirich; Manfred Krätschmer; Rudolf Kruse (Autom., 2009)

Robust learning in safety related domains: machine learning methods for solving safety related application problems. - Sebastian Nusser (2009)

Verifiable Ensembles of Low-Dimensional Submodels for Multi-class Problems with Imbalanced Misclassification Costs. - Sebastian Nusser; Clemens Otte; Werner Hauptmann (Applications of Supervised and Unsupervised Ensemble Methods, 2009)