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Journal Articles
- 2009
[j1]Sebastian Nusser, Clemens Otte, Werner Hauptmann, Oskar Leirich, Manfred Krätschmer, Rudolf Kruse:
Maschinelles Lernen von validierbaren Klassifikatoren zur autonomen Steuerung sicherheitsrelevanter Systeme (Machine Learning of Verifiable Classifiers for Autonomous Control of Safety-related Systems). Autom. 57(3): 138-145 (2009)
Conference and Workshop Papers
- 2023
- [c9]Volker Tresp, Steffen Udluft, Daniel Hein, Werner Hauptmann, Martin Leib, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer:
Workshop Summary: Quantum Machine Learning. QCE 2023: 1-3 - 2009
- [c8]Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse:
Ensemble Learning for Multi-source Information Fusion. ECSQARU 2009: 748-756 - [c7]Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte:
Heterogeneous mixture-of-experts for fusion of locally valid knowledge-based submodels. ESANN 2009 - 2008
- [c6]Sebastian Nusser, Clemens Otte, Werner Hauptmann:
Interpretable ensembles of local models for safety-related applications. ESANN 2008: 301-306 - [c5]Sebastian Nusser, Clemens Otte, Werner Hauptmann:
Multi-Class Extension of Verifiable Ensemble Models for Safety-Related Applications. GfKl 2008: 733-744 - [c4]Sebastian Nusser, Clemens Otte, Werner Hauptmann:
An EM-Based Piecewise Linear Regression Algorithm. HAIS 2008: 466-474 - 2003
- [c3]Joachim Horn, Uwe D. Hanebeck, K. Riegel, Kai Heesche, Werner Hauptmann:
Nonlinear set-theoretic position estimation of cellular phones. ECC 2003: 1021-1026 - 1997
- [c2]Werner Hauptmann, F. Graf, Kai Heesche:
A Neuro-Fuzzy Approach for the Sensor-Based Driving Situation Identification. ICONIP (2) 1997: 919-922 - 1994
- [c1]Werner Hauptmann, Kai Heesche:
Ein Prototyp für ein integriertes Fuzzy-Neuro System. Fuzzy Days 1994: 390-399
Parts in Books or Collections
- 2010
- [p2]Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse:
Ensemble Learning for Multi-source Information Fusion. Intelligent Autonomous Systems 2010: 123-141 - 2009
- [p1]Sebastian Nusser, Clemens Otte, Werner Hauptmann:
Verifiable Ensembles of Low-Dimensional Submodels for Multi-class Problems with Imbalanced Misclassification Costs. Applications of Supervised and Unsupervised Ensemble Methods 2009: 191-211
Coauthor Index
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