Werner Hauptmann

According to our database, Werner Hauptmann authored at least 12 papers between 1994 and 2023.

Collaborative distances:

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

2023

Workshop Summary: Quantum Machine Learning.

Volker Tresp, Steffen Udluft, Daniel Hein, Werner Hauptmann, Martin Leib, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

2010

Ensemble Learning for Multi-source Information Fusion.

Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse

Proceedings of the Intelligent Autonomous Systems: Foundations and Applications, 2010

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

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

Heterogeneous mixture-of-experts for fusion of locally valid knowledge-based submodels.

Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

Ensemble Learning for Multi-source Information Fusion.

Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 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

2003

Nonlinear set-theoretic position estimation of cellular phones.

Joachim Horn, Uwe D. Hanebeck, K. Riegel, Kai Heesche, Werner Hauptmann

Proceedings of the 7th European Control Conference, 2003

1997

A Neuro-Fuzzy Approach for the Sensor-Based Driving Situation Identification.

Werner Hauptmann, F. Graf, Kai Heesche

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1994

Ein Prototyp für ein integriertes Fuzzy-Neuro System.

Werner Hauptmann, Kai Heesche

Proceedings of the Fuzzy Logik, 1994