Sebastian Nusser

Multi-Class Extension of Verifiable Ensemble Models for Safety-Related Applications

Werner Hauptmann, Clemens Otte, Sebastian Nusser, 2008, GfKl.

Learning Verifiable Ensembles for Classification Problems with High Safety Requirements

Rudolf Kruse, Werner Hauptmann, Clemens Otte, 2010 .

Maschinelles Lernen von validierbaren Klassifikatoren zur autonomen Steuerung sicherheitsrelevanter SystemeMachine Learning of Verifiable Classifiers for Autonomous Control of Safety-related Systems

Rudolf Kruse, Werner Hauptmann, Clemens Otte, 2009, Autom..

An EM-Based Piecewise Linear Regression Algorithm

Werner Hauptmann, Clemens Otte, Sebastian Nusser, 2008, HAIS.

Interpretable ensembles of local models for safety-related applications

Werner Hauptmann, Clemens Otte, Sebastian Nusser, 2008, ESANN.

Robust learning in safety related domains: machine learning methods for solving safety related application problems

Sebastian Nusser, S. Nusser, 2009 .

Method and apparatus for providing an event message concerning a forthcoming one vehicle event

Sebastian Nusser, Heinz Werner Pfeiffer, 2013 .

Verifiable Ensembles of Low-Dimensional Submodels for Multi-class Problems with Imbalanced Misclassification Costs

Werner Hauptmann, Clemens Otte, Sebastian Nusser, 2009, Applications of Supervised and Unsupervised Ensemble Methods.