Andreas Buschermöhle

According to our database, Andreas Buschermöhle authored at least 14 papers between 2008 and 2015.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2015

On-line learning with minimized change of the global mapping.

Andreas Buschermöhle, Werner Brockmann

Evol. Syst., 2015

2014

Reliable on-line machine learning for regression tasks in presence of uncertainties.

Andreas Buschermöhle

PhD thesis, 2014

Reliable localized on-line learning in non-stationary environments.

Andreas Buschermöhle, Werner Brockmann

Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

2013

The Incremental Risk Functional: Basics of a Novel Incremental Learning Approach.

Andreas Buschermöhle, Jan H. Schoenke, Nils Rosemann, Werner Brockmann

Proceedings of the IEEE International Conference on Systems, 2013

Stable On-Line Learning with Optimized Local Learning, But Minimal Change of the Global Output.

Andreas Buschermöhle, Werner Brockmann

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

A Generic Architecture for Robust Automatic Detection and Suppression of Sub-Harmonics.

Jens Hülsmann, Andreas Buschermöhle, Christian Lintze, Werner Brockmann

Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

COBRA - A Generic Architecture for Robust Treatment of Uncertain Information.

Werner Brockmann, Andreas Buschermöhle, Jan Hendrik Schoenke

Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

2012

A Structured View on Sources of Uncertainty in Supervised Learning.

Andreas Buschermöhle, Jens Hülsmann, Werner Brockmann

Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Uncertainty and Trust Estimation in Incrementally Learning Function Approximation.

Andreas Buschermöhle, Jan H. Schoenke, Werner Brockmann

Proceedings of the Advances on Computational Intelligence, 2012

2011

Incorporating Dynamic Uncertainties into a Fuzzy Classifier.

Jens Hülsmann, Andreas Buschermöhle, Werner Brockmann

Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Trusted learner: An improved algorithm for trusted incremental function approximation.

Andreas Buschermöhle, Jan H. Schoenke, Werner Brockmann

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2011

Trust Management - Handling Uncertainties in Embedded Systems.

Werner Brockmann, Andreas Buschermöhle, Jens Hülsmann, Nils Rosemann

Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

2010

A generic concept to increase the robustness of embedded systems by trust management.

Werner Brockmann, Andreas Buschermöhle, Jens Hülsmann

Proceedings of the IEEE International Conference on Systems, 2010

2008

Stable Classification in Environments with Varying Degrees of Uncertainty.

Andreas Buschermöhle, Nils Rosemann, Werner Brockmann

Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008