Sebastian Nusser

According to our database, Sebastian Nusser authored at least 6 papers between 2008 and 2009.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2009

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

Sebastian Nusser, Clemens Otte, Werner Hauptmann

Proceedings of the Applications of Supervised and Unsupervised Ensemble Methods, 2009

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

Sebastian Nusser

PhD thesis, 2009

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

2008

An EM-Based Piecewise Linear Regression Algorithm.

Sebastian Nusser, Clemens Otte, Werner Hauptmann

Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

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

Sebastian Nusser, Clemens Otte, Werner Hauptmann

Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Interpretable ensembles of local models for safety-related applications.

Sebastian Nusser, Clemens Otte, Werner Hauptmann

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008