Sebastian Nusser - researchr alias

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Viewing Publication 1 - 6 from 6

2009

Robust learning in safety related domains: machine learning methods for solving safety related application problemsSebastian Nusser. PhD thesis, Otto von Guericke University Magdeburg, 2009. [doi]

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 KrÃ¤tschmer, Rudolf Kruse. at, 57(3):138-145, 2009. [doi]

Verifiable Ensembles of Low-Dimensional Submodels for Multi-class Problems with Imbalanced Misclassification CostsSebastian Nusser, Clemens Otte, Werner Hauptmann. In Oleg Okun, Giorgio Valentini, editors, Applications of Supervised and Unsupervised Ensemble Methods. Volume 245 of Studies in Computational Intelligence, pages 191-211, Springer, 2009. [doi]

2008

An EM-Based Piecewise Linear Regression AlgorithmSebastian Nusser, Clemens Otte, Werner Hauptmann. HAIS 2008: 466-474 [doi]

Multi-Class Extension of Verifiable Ensemble Models for Safety-Related ApplicationsSebastian Nusser, Clemens Otte, Werner Hauptmann. gfkl 2010: 733-744 [doi]

Interpretable ensembles of local models for safety-related applicationsSebastian Nusser, Clemens Otte, Werner Hauptmann. esann 2008: 301-306 [doi]

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