Werner Hauptmann - researchr alias

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Viewing Publication 1 - 12 from 12

2023

Workshop Summary: Quantum Machine LearningVolker Tresp, Steffen Udluft, Daniel Hein 0001, Werner Hauptmann, Martin Leib, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer. qce 2023: 1-3 [doi]

2010

Ensemble Learning for Multi-source Information FusionJörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse. In Dilip Kumar Pratihar, Lakhmi C. Jain, editors, Intelligent Autonomous Systems: Foundations and Applications. Volume 275 of Studies in Computational Intelligence, pages 123-141, Springer, 2010. [doi]

2009

Ensemble Learning for Multi-source Information FusionJörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse. ecsqaru 2009: 748-756 [doi]

Heterogeneous mixture-of-experts for fusion of locally valid knowledge-based submodelsJörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte. esann 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]

2003

Nonlinear set-theoretic position estimation of cellular phonesJ. Horn, Uwe D. Hanebeck, K. Riegel, Kai Heesche, Werner Hauptmann. eucc 2003: 1021-1026 [doi]

1997

A Neuro-Fuzzy Approach for the Sensor-Based Driving Situation IdentificationWerner Hauptmann, F. Graf, Kai Heesche. iconip 1998: 919-922

1994

Ein Prototyp für ein integriertes Fuzzy-Neuro SystemWerner Hauptmann, Kai Heesche. fuzzy 1994: 390-399

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